Friday, February 14, 2020

AVM is a Market Solution, Comparable Sales Analysis isn't

Part 1 – AVM


(Click on the image to enlarge)

In developing the analysis, the same sales population – derived from a single Zip Code – has been used across all three graphs (of course, one may use other fixed locations like Census Tract, School District, etc.). Considering all sales originated in the same Zip, it helped minimize the impact of location (of course, one can never make location totally irrelevant as each block has a different appeal).

The above graph shows the noisy relationship between the uncorrected (raw) Sale Price and Bldg Size (Heated Living Area). The reason is straightforward: Each sale is directly related to a buyer's judgment, causing a high level of subjectivity; for instance, the buyers are paying between $100K and $250K for a 1,500 SF home. While the investors would target the lower end of the range, the informed buyers would be in the middle, and the uninformed buyers (someone bent on buying a pink house!) would succumb to the higher end of the range. Therefore, the R-squared is extremely low (0.189), thus explaining very little of the variations in sale prices.  



The Regression Value-1 graph proves that even a rudimentary regression model (with only three independent variables - Land SF, Bldg SF, and Bldg Age) can produce a decent market solution. The fit is significantly tighter, especially at the long end of the curve. The R-squared jumps from 0.19 to 0.91, accounting for 90% of the variations in sale prices. But this model has bi-modal issues between 1,000 and 2,200 SF as the regression values are forked. It's important to note that such stacked values must be investigated for the underlying reasons. One of the simple ways to identify the issue is to scatter the normalized regression values against the other independent variables and look for possible explanations.





The above investigation guides to the solution. As the normalized regression values from the first model were scattered against the Bldg Age variable (above graph), it was evident that many buyers were paying a premium for the younger homes, causing the stack. A sizeable portion of those buyers was willing to pay over $130/SF for the younger homes, while very few offered such a premium for the older stock. More precisely, none paid over $160/SF for the older stock.




So the Bldg Age variable had to be transformed from continuous to binary (younger homes vs. the rest). The regression model's re-run with the transformed Bldg Age produced the above (Regression Value-2) graph. Consequently, the value fork has disappeared, translating to a much tighter fit, with improved R-squared, lower intercept, and a steeper slope approaching 45 degrees.  


Part 2 – Comparable Sales Analysis

If a subject and a sales population are provided to a group of concerned parties – from an Assessor to a Bank Appraiser to a Listing Agent offering buyback guarantee to a traditional Listing Agent to a Buyer's Agent to an Appeals Consultant – one would be unpleasantly surprised by the outcome.

They will pick different comps based on their professional requirements and objectives, leading to different, often very conflicting valuations. For instance, Assessors may not have the taxpayers' best interest at heart as they have to meet budgetary requirements, paving the way for counterparties like Appeals consultants. A Listing Agent looking to get an "exclusive" may not do well with a set of middle-of-the-road comps that a Buyer's Agent might be interested in. In other words, the selection of comps is a function of the hat the party wears, making the entire process highly subjective. AVM, on the other hand, is a reasonably scientific exercise. All variables interact with one another in an econometric equation and produce the resulting values. Therefore, all other factors remaining constant, two identical homes will have equal values – but not so in the world of the comparable sales analysis (aka, comp sales) as it is very party-specific.

Once the sales pool that closely represents the subject is scored correctly and quantitatively adjusted, it becomes comps. Generally, the five best comps are then selected to value a subject. Valuers tend to use one of the three standard methods – distance, least adjustments, and sales recency – to narrow their choices down to the five contributing comps.  

In this analysis, the subject home attributes are Bldg SF=3,250, Lot SF=17,400, and Bldg Age=26. An optimal pool of 10 comps was algorithmically produced from an extensive sales population to demonstrate how subjectivity plays a vital role in this valuation process, removing the lowest ($308,770) and the highest value ($422,175) comps in each approach. 




The above table represents the distance method, meaning the five closest (to the subject) comps were considered to be the best comps, producing a value range of $344,820 to $414,940, with a probable subject value of $388,775. Since least adjustments and recency of sales were ignored here, obviously, several comps needing large adjustments or of older originations managed to creep in, making the process sub-optimal.  



The above table represents the least adjustment method, meaning the comps that required the least adjustments were considered the best comps. The least adjustment is nothing but a balancing act. In other words, larger lots are compensated in value by smaller building sizes, and lesser time adjustments are proxying for older homes, etc. For example, the second least adjusted comp (# 6) with a much smaller lot was corrected by the larger and older building. It also sacrificed one of the closest (# 8) comps. This method produced a lower subject value of $371,150.




The above table represents the sales recency method, meaning the most recent five comps (in terms of sale dates) are the best ones. This is where the lowest and the highest value comps showed up on the initial line-up, hence substituted with the ones waiting in line. Though this method produced the most compact value range (upper bound was compacted down), it produced the lowest subject value of $360,340.


Therefore, if this comp sales analysis were to be used to cater to the target as mentioned earlier audience, this is how the game would be played out:


1. Assessors and Listing Agents (traditional) will be given the "distance" value (highest value).


2. Bank Appraisers and Listing Agents (buyback) will be given the "least adjustment" value (middle-of-the-road value).


3. Appeals Consultants and Buyer's Agents will be given the "sales recency" value (lowest value).


How to Reduce Subjectivity in Comp Sales


1. Apply meaningful selection, scoring/ranking, and adjustments to the sales population;

2. Build an AVM and insist on two AVM values (4th and 5th) on comps line-up;

3. Verify all comps spatially, ensuring they all come from the same or, at least, compatible neighborhoods;

4. Apply time adjustments in line with the local market (using national figures or adjustments could distort results);

5. Pay attention to valuation dates as 01-01-19 and 08-16-19 are different, often requiring additional adjustments;

6. While using sales recency, contract dates are preferred to closing dates (despite the industry norm);

7. If one is not allowed to use AVM values, one must show the AVM values below the comps grid with detailed value analysis;

8. If the sales population is large, a representative sample might be extracted from the most recent arms-length sales; and

9. If the subject population is large, automate the process with batching technology (batch comps).


-Sid Som, MBA, MIM
President, Homequant, Inc.
homequant@gmail.com

Monday, February 10, 2020

How to use AVM to Discover Over-assessed Parcels on Tax Roll

Comparing independently developed Automated Valuation Model (AVM) Values to County Market Values (CMV) will point to the areas of failure, meaning over and under-valued assessments on the Tax Roll. Often, the higher value properties are under-assessed, while the lower value properties are over-assessed. If the comparison of "AVM to CMV" points in that direction, the Property Tax Appeals Consultants ("consultants") must work up a small sample, using comps, to further authenticate the discovery. If the comps sample validates the discovery, consultants must pay special attention to that over-valued/ over-assessed population segment.

In choosing AVM Vendors, consultants must ensure that those AVM Values are developed specifically for the Tax Status Date. If the Valuation date (or the Tax Status Date, as the case may be) is 1-1-2019, but the AVM Values were developed in June 2018, those values would produce a flawed picture when compared with the County Values. Therefore, it is advisable to work with AVM Vendors that develop custom or specialized models for the Appeals industry, per se.

Many AVM Vendors also sell Comps Reports. However, the Appeals Consultants must be careful in working with the specialized AVM Vendors who additionally tie their AVMs to the Comps production. In other words, the specialized AVM Vendors who use the model coefficients to adjust their comps via the Comps Adjustment Matrix do not necessarily produce the most optimal comp reports as AVM (top-down) and comps reports (bottom-up) are diametrically opposite solutions. If a consultant is looking for a long-term AVM vendor, this is always worth asking, meaning if they tend to tie their comps (reports) to the model coefficients.

In the due diligence course, consultants may ask for a sample Adjustment Matrix for the comps production. The sample itself will say a lot about the quality of their valuation process. For example, if the Comps Adjustment Matrix shows a 'Lot SF' coefficient of .10 (10 cents per Lot SF, assuming it's transferred from the regression model producing the AVM model values), it would be difficult to explain such adjustments to the clients looking for self-explained comps. It would be a clear indication that the vendor is working with totally unqualified "make-shift" modelers.

While no AVM Vendor would be forthcoming to show their AVM models, they might share a sample Comps Adjustment Matrix. It could be telling!

Many Consultants use free or low-cost home valuation sites to work up samples. Unlike the free brokerage sites, some of those sites are generally self-directed, allowing them to arrive at their value conclusions. A few of them even comprise a host of advanced features like subject simulation, comps selection, quantitative adjustments, distance matrix, time adjustments, flexible valuation dates, multiple ranking methods, interactive spatial interface, comps grid, value analysis, and an all-inclusive report, to name a few. Some newer sites are mobile-friendly (so no additional Apps are needed) and strictly top-down, providing "quick look" subject valuations. Of course, those who subscribe to the local MLS have access to the comps solutions as well.  

In any case, having access to a custom or specialized AVM will help consultants to isolate the meaty cases from the Roll, thus narrowing the competition down. It makes no economic sense to go after the cases which are valued at or below the market.

-Sid Som
homequant@gmail.com

Wednesday, February 5, 2020

These 9 Enhancements will make most Assessment Rolls more Equitable

Despite statistical modeling, the vast majority of assessment rolls remain moderate to highly regressive, meaning the middle-class homeowners often subsidize the upscale homes. In other words, the homes in the lower-to-mid value range tend to be over-assessed while the higher value segment gets a significant break. The use of the antiquated CAMA modeling cannot fix that problem in major jurisdictions with highly complex housing stock, but setting and adhering to the following issues would take those jurisdictions in the right direction, leading to more equitable tax rolls.

1.  Backward-bending Status/Valuation Date: Since the Taxable Status Date (or the Valuation date) is often a futuristic date, the available market information and data tend to be quite inadequate to develop proper predictive (mass appraisal) models that, in turn, generate the assessment roll. Case in point: Many taxing jurisdictions utilizing the CAMA (mass appraisal) modeling generally build their models in August/September with the available data, targeting the next January as the status date, creating an enormous predictive (data) gap. A vast majority of those modelable sales would have been contracted in the first and early second quarter of the year (the gap is direr!). Therefore, the status/valuation date must be set back in line with the availability of the modelable data, to avoid having to produce (or gamble with) a futuristic roll. 

2.  Short-term Sales: When the holding period of the property is less than two years, those sale prices must be anchored as market values, thus forcing the potential gamers (institutions, flippers, etc.) to pay higher taxes. The point is that the housing market's rapid institutionalization needs to be evaluated separately, without having to redistribute their share (of the burden) on to the rest. Therefore, assessors must aggressively lobby to remove the application of any state/charter restrictions (e.g., annual growth capped at 5%, etc.) from short-term sales, so they stand on their own at the market level, without any pseudo protection. Exclusion: non-arms length sales (inter-company, distressed sales, etc.).

3.  AVM/CAMA Application: Since Automated Valuation Modeling (AVM is a top-down econometric solution encompassing the vast majority of residential properties on the roll) is inherently more equitable, it must be applied to the rest of the tax roll, including the non-arms length from #1. An independently developed challenger model should point to the outliers at the population level, requiring them to be separately hand-worked (using the analysts' traditional comparable sales approach). Depending on each roll's complexity, these models generally work well between the 10th and 90th percentile of the value curve, so the rest should be scrutinized and perhaps hand-worked. Unfortunately, failing to pay proper attention to the aforesaid outer bounds often degrade the entire roll. The point is, AVM/CAMA should be applied where it is applicable.          

4.  Unique Properties: Again, due to the paucity of arms-length sales, AVM/CAMA values are not meant for this group (trophies, mansions, large waterfronts, tiny oceanfront bungalows, etc.), so they must be hand-worked by the assessing staff. The sale of unique or vastly atypical properties must not enter the modeling (AVM) sales sample. Right at the outset of modeling, separation of such categories must be discussed and isolated from the modeling spectrum altogether. Such decisions help enhance the marketability of the roll. Still, when the modelers arrogantly apply models to these strata, the values are generally indefensible, forcing taxpayers and other external agencies, including media, to question the entire roll value.

5. 2-to-4 Family Properties: Although assessment and mortgage statues generally lump these properties with the single-family residences (SFR), they must not co-share the SFR roll, considering these are inherently income-producing properties. Therefore, they must be modeled, valued, and taxed as a separate group or as a sub-group (small cap) under the multifamily group. Depending on the liquidity of this group, they could even be market modeled standalone or hand-worked. If the market approach, rather than the income approach, is used to value them, that approach must not change from year to year as that could introduce significant inequity. 

6.  Outsource AVM: It's much cheaper to outsource residential AVMs to a financial consulting/research firm (but not an appraisal or CAMA outfit) than maintaining a dedicated group of in-house modelers. It will also be more effective as those firms are non-political, and as such, their feet would be held to the fire for proper performance following the performance metrics contained in the contract. For example, one such metric could be the level of appeals meaning if the appeals go up due to flawed assessments, they could be forced to make the necessary corrections promptly without any political interventions or cover-ups. Conversely, partisan politics plays a significant role when the values are internally generated, especially when the Assessor is not an independently elected official.   

7.  Manpower Planning: Larger jurisdictions must learn from the private (FedEx, UPS, Amazon, etc.) how to use the seasonal help. For example, the seasonal help could be used to process exemptions, appeals applications, income/expense statements, etc. They can be used to perform field operations and inspections too. Alternatively, counties/taxing jurisdictions may maintain a "Central Pool" agency to cater to the different agencies based on their seasonal workforce requirements. Maintaining full-time personnel to handle seasonal activities is often the case – is an expensive and wasteful proposition, returning minimal value to the taxpayers. Even when an internal modeling group is maintained, it must be hired and kept outside of the civil service/union system, allowing navigational adjustments.

8. Practice Assessment: Instead of having an autonomous appeal or review department, it's better to have it under the Assessment umbrella. Having a separate government agency or department is inherently political and is not necessarily in the taxpayers' best interest. Often, the focus of such autonomous appeals/review agencies is to hire appraisers, rather than trained assessors, which does not promote equity of the roll as they generally lack the understanding of assessment equity. Moreover, such autonomous political agencies quickly learn that the workforce's growth solidifies the ground under their feet, thus gradually distancing themselves more and more from the Assessor's office and growing into a powerful political body. None of this helps improve the quality of the assessment roll. 

9. Commercial Assessment: To promote equity of the commercial segment of the tax roll, departments must practice assessment, not an appraisal. Therefore, it's prudent to collect a sizeable Income and Expense (I/E) sample to develop meaningful local metrics for the commercial properties. These I/Es could also be used to formulate use-based AVMs to process the homogeneous properties like 4-to-10 family rental properties, small office complexes, mixed-use properties, public storages, smaller warehouses, and industrial properties, etc., in turn, creating more equity across such denominations. This approach would free up assessors to devote more time to the complex commercial properties where modeling is futile or unnecessary. Commercial appraisers must also be trained and groomed to transition from an all-appraisal mindset to an assessment equity-oriented thinking.

Flood Zone Insurance: Last but not least, it's essential to enforce the flood zone insurance. Homeowners inside the designated flood zones must be required to carry flood zone insurances. Should the situation arise, insurance companies would be on the hooks, not the rest of the taxpayer population. Of course, an annual credit could be offered to offset a minimum policy deductible.

Again, having an all-encompassing residential AVM does not make the roll fair and equitable; it must be properly sourced and targeted. Likewise, training and promoting a group of unqualified employees as AVM/CAMA technicians do real injustice to the roll. Finally, use-based Income models off of actual I/E data could promote equity across commercial property groups' homogeneous stretch.

-Sid Som, MBA, MIM
President, Homequant, Inc.
homequant@gmail.com

Monday, February 3, 2020

How to Conduct a Successful Re-assessment – Preemptively

Many property re-assessments produce sub-par results or even fail miserably due to a straightforward fact: jurisdictions often take the full-scale plunge into the venture without conducting meaningful pilots, leading to proper definitions of scale and scope of the actual event. Therefore, running a well-thought-out pilot could save a ton of money and agony (in terms of public and political embarrassment, etc.) down the road.


1. Ideally, Conduct Residential and Commercial Re-assessments concurrently. When they are run together, local governments are empowered to shift tax burdens across property groups (depending on the impact study). If it is statutorily required, the taxpayer watch groups must fight the statute to decouple them, thus making the re-assessment a genuinely transparent, as well as a fair and equitable exercise. If it is run concurrently, the watch group must hire an independent consultant to review the impact study, both inter (across property groups) and intra (within the group). Should they find any inconsistency, they must share the results with the local media.


2.  Hire an Econometric consulting firm to run a Pilot. Running a meaningful pilot is one area where private and public sectors tend to part ways. For example, instead of rushing into a full-scale (and expensive) marketing campaign, private companies tend to run a meaningful pilot (i.e., proper sampling, etc.) first, leading to the primary campaign, assuming, of course, pilot results exceed expectations; just meeting expectations could force the project back into the mix of alternatives). Though the idea of pilot projects is not common in local governments, they must get into the practice of running pilots to avoid having to spend too much money at the back-end on damage control. Since a well-constructed and adequately run pilot represents the main event, a well-known econometric consulting firm must do justice to the pilot, paving the way for a meaningful and significant pilot and a reliable impact study.    


3. Recollect the Exterior Data for the Pilot Project as if it were the Main Event. Before publishing the data collection manual, the consulting firm must undertake a local market significance study, thus zeroing in on the variables that significantly impact valuations in that particular market. Then, with the assistance of the consulting firm (e.g., arriving at the actual sample, variable types, extent, and use of technology, etc.), the assessing staff must recollect the exterior data on the pilot. In constructing the sample, it's prudent to ignore all incomplete and on-going physical changes. Similarly, the interior data collection is virtually meaningless for re-assessment as they represent mostly lifestyle fixtures/personal properties, not real properties. While significant interior renovations and improvements must be captured and reflected via the "Overall Condition" variable, new indoor pools, porches, etc. should be separately coded to ease valuation (only if they show up in the study as significant market variables). The data collection process must be thoroughly documented so that the process could be precisely duplicated during the main event.


4. Publish the Pilot Results, emphasizing the Potential Tax Impact. Considering this is not the actual re-assessment, the results could be published immediately, with a series of outreach seminars to educate taxpayers on the potential impact of the future re-assessment. Even the taxpayers facing tax increases would be less hostile at this point as they would be allowed a significant voice in reshaping the outcome. If the residential and commercial pilots are run concurrently, watch groups must carefully scrutinize the study, ensuring that the tax burdens are not being irrationally shifted from one group to another, especially "inter," meaning from the commercial to the residential. Of course, they must also study the equity within the group. Of course, that is the advantage of a meaningful front-ended pilot, providing a platform for all brainstorming before the fact.  


5. Jurisdictions with Unfair Statutory Limitations must work on Removing the Statute before Undertaking any Major Re-assessment. Hypothetically, if the state mandates that the county must reimburse its taxing districts (e.g., towns) the amount that is refunded to homeowners due to inaccurate property assessments, it would be prudent for the county administration to work with the state to remove this unfair mandate, or at least reduce the burden to a manageable annual limit graduating to a total phase-out) before embarking on any significant re-assessment. Should this legislative effort fail, the county should seriously consider a decentralized assessment system without taking on monumental unwarranted liability. In this example, under the decentralized system, towns would be responsible for their assessments. Simultaneously, the county would continue to provide technical assistance, thus relieving the county of any potential refund liability.


Again, a front-ended pilot would do immense good before the full-scale plunge.


-Sid Som, MBA, MIM
President, Homequant, Inc.
homequant@gmail.com

Thursday, January 16, 2020

Property Tax Appeals Consulting could be a Good Part-time Business Opportunity

If you are a marketing-oriented personality and are looking for a part-time business opportunity, explore property tax appeals consulting. Evenings and weekends are perfect for hosting outreach programs to market such services to the homeowners (i.e., present your unique tax-saving program as compared to the competition's and signing them up on the spot or via personal follow-up meetings).

Every tax jurisdiction offers short windows to allow the filing of appeals, both on and offline, followed by the face-to-face presentation of (over-assessed) cases to the hearing officers or the assessing staff. Of course, the case presentation generally takes place on weekdays, so you have to make yourself available on weekdays (check with your county/town regarding the filing period and case presentation windows) during that period. Assessment cycles are essential determinants of appeals, so you must know how your jurisdiction's process operates. While 1 to 2-year assessment cycles tend to be more common, 3 to 4-year cycles are not too uncommon.

Current Consulting Environment  

1.  Inappropriate Market AVMs: Though many consultants started using 3rd party automated valuation model (AVM) values, they do not work well in identifying the over-assessed parcels on the tax roll as the underlying challenger AVMs tend to be Market AVMs as well. Since the 3rd party AVMs and Assessor AVMs would share very similar modeling sales samples (in terms of the period, sales significance, etc.), they produce very identical values, thus essentially validating the tax roll values while costing a lot of money for those values.

2.  Flawed Sub-market level AVMs: Many tax roll AVMs are built at the sub-market level, without jurisdiction-wide equalization or smoothing, thus distorting values along the sub-market lines. Let's say Hillside Avenue divides the two sub-markets, despite having very similar, if not identical, housing stocks on both sides. Since the two sub-market level modeling samples would be mutually exclusive, the housing stocks on either side would be valued differently. If the internal QC fails to identify and correct those inconsistencies, the roll would be palatable to the consultants having access to jurisdiction-wide AVMs.

3.  Some Consultants Take More Specialized (Non-AVM) Approach: Of course, some consultants are more specialized in marketing their services; for example, homes with GIS implications, close to major arteries, back into the service roads to highway, industrial areas, new constructions, etc. Often, analysts apply a basic cost approach rather than a market-adjusted cost approach to new homes and subdivisions, thereby inflating their values significantly above the real market; incomplete improvements: Instead of applying some token values to incomplete improvements (hence unusable as of the roll date), analysts often apply cost (the cost to cure, etc.), causing the age-old controversy, etc.

4.  National Tax Firms Suffer from Similar Shortcomings: While some national tax firms pursue this business via their franchisees or licensees, they suffer from very similar shortcomings. They work with national AVM vendors to ascertain the "meaty" cases. Unfortunately, those are generic market model values, being sold to a wide range of users – from banks/mortgages to private mortgage insurances to mortgage REITs to tax consultants and others. Considering they are developed off of different sale periods and methodologies, they can produce very different values, not necessarily ideal for determining the tax rolls' accuracy. Even when the method is similar, they are nonetheless market models, thus untenable as good challengers. 
  
5.  Law Firms Often Challenge the Assessment Ratio: While most law firms in every jurisdiction represent individual homeowners, some are focused on the overall assessment ratio (a.k.a., residential assessment ratio, or RAR). Since assessment rolls must be fair and equitable, those law firms resort to independent RAR tests, internally or by hiring outside experts. Disputes over RAR, especially after significant reassessment, often force tax rolls to the court. The retail consultants, therefore, have limited competition with the local law firms.

The point is, the methodologies and strategies used by the existing (mass) filers are often based off significant inadequacies (resulting from hit or miss analytics or inappropriate AVMs), paving the way for the old domain to be renewed and reinvented, with more scientific baseline work coupled with creative marketing strategies.

Again, this professional domain is ready to be reinvented as the old strategies tend to significantly underperform in addressing and catering to the renewed market demands. Let's recap why the old systems have been underperforming:

Flawed AVM – At the parcel level (bottom-up), a competing Market AVM does not surgically identify the over-valued parcels on the roll; it usually cross-validates the roll values (as the AVM generating the roll and the challenger tax AVM share the same or very similar sales complexes and attributes). 

Failure to Establish the Ratio – While a leading local law firm may take the initiative to challenge the ratio (top-down), consultants rarely spend that extra money to study, negotiate, and establish the ratio. An unadjusted Market AVM is, therefore, utterly ineffective. A prudent consultant must research and develop the ratio first, leading to a Ratio-adjusted Market AVM.

Though an adjusted Market AVM is better than an unadjusted one, it nevertheless succumbs to an inherently inappropriate methodology given the market being targeted. Market research based on an inaccurate AVM could be more counter-productive, meaning a vast majority of the real "meaty" cases could remain unidentified.

Forward-looking Solutions

1.  A Custom Tax Appeals AVM, not a Market AVM, is generally required to identify Over-valued Parcels on the Roll – A Tax Appeals AVM is a specialized AVM that surgically identifies and categorically defines the over-valued parcels, irrespective of the original construction of the roll, i.e., AVM or Comps-derived. For example, after having identified the over-valued parcels on the roll, a good Tax Appeals AVM should break them down into major categories, e.g., (a) MaxiMax (ex: 30% & above), (b) MaxiMid (ex: 20-29%) and (c) MaxiMin (ex: 10-19%). Of course, the categories could change based on client requests. Though MaxiMax represents the most over-valued category, it's generally the least liquid (lowest frequency), while MaxiMin tends to be the most liquid.  

2.  A Custom Tax Appeals AVM Offers Biggest Bang for the Buck – Although a custom Tax Appeals AVM is more expensive than a generic Market AVM (as it is sold to a wide variety of users, including the competing appeals consultants), it identifies the truly over-valued cases, thus offering much bigger bang per buck. Moreover, by walking down on the curve (MaxiMax to MaxiMid to MaxiMin), a consultant ensures targeting the most over-valued (hence most profitable) cases first. In other words, if a new consultant decides to target only the top two categories in the first year, s/he still achieves the biggest bang for the buck, potentially expanding into the third category in the following year. On the other hand, a Market AVM is a total hit or miss for appeals consultants, without any assurance that the most over-valued would be targeted.
  
3.  A Custom Tax Appeals AVM makes marketing a Scientific Exercise (Smart Marketing) – Since Appeals AVM precisely identifies and categorizes the over-valued parcels, the market penetration (targeting those homeowners) becomes a straightforward exercise. Depending on the liquidity of the tranches, homeowners could be invited to attend outreach seminars. Due to the uniqueness and accuracy of the Tax Appeals AVM, a vast majority of those homeowners will – for the first time – find out how they are over-assessed. This precise and scientific approach will help discover a market hitherto unknown and unexplored. While the clueless competition will continue to pour money into the far less effective Market AVMs chasing the meatless-to-less meaty market segments, this new generation of consultants will sign up the truly over-assessed clients at a rapid rate, proving that marketing is more a modern-day science than an age-old art. Since this is primarily a contingency business (meaning the tax savings are generally split), targeting the right market segments is the key to success. Custom Tax Appeals AVM provides that scientific base.

What is Needed to Get Started

A. Acquire the Tax Roll from the Jurisdiction – As soon as the tax roll is published, they need to acquire a soft copy with a year's worth of sales, should they decide to research the ratio. Obtaining the sales data is highly recommended as the ratio study would get them started with the top-down knowledge. While negotiating with the AVM consultants, they should bundle the ratio study for a better price (if not for free). The tax roll cost varies by the jurisdiction – from free to low cost to $ 100's of dollars. For instance, our county charges $10 for the entire roll, including sales. In order to keep the cost of the data manageable, data about specific zip codes could be thought of (of course, the ratio study will require sales from across the county).

B. Subscribe to a Comps Program – While the AVM will point to the over-valued cases, it does not replace the individual comps reports needed at the hearing. Brokerage sites are inadequate for two reasons: a) they show the active listings primarily, and b) even if they carry the recent sales, they do not provide the pre-formatted comps reports. The programs that allow dollar adjustments in terms of (sales) time and quantitative variables are preferred. While evaluating the various commercially available programs, the ease of use and flexibility of the adjustment matrix (where the coefficient values are stored) must be closely examined to avoid dealing with significant wasteful time and agony during the crunch time. Month-to-month subscription contracts are preferred to annual contracts as the need to process the comps reports would last only two to three months. Other basic business requirements (including LLC, etc.) and bulk mailing costs must also be factored in.  

C. Two Complementary Minds could do Miracles – Teaming up with a buddy with a complementary skill-set could be the way to go. Since the targeting window is relatively short-lived, the outreach seminars could be simultaneously offered in two different town/county parts. The complementary skill-set works better as the business grows to handle operations and technical aspects while the other could concentrate on the marketing side. The advantage of the two-partner team from the get-go is that it helps create a similar passion, knowledge, and forward-thinking. 

People who pursue part-time opportunities must also know the conflict of interest rules their full-time jobs generally impose (of course, there is no need to jeopardize the full-time job!).

-Sid Som, MBA, MIM
homequant@gmail.com