Market Intelligence
Fit-first lists: how to define the buildings that fit your work
Define the physical job before collecting contacts. Use building traits, operating limits and evidence rules to turn a broad market into a list your team can work.
Direct answer
Define the buildings that fit your work by writing the service or product scope first, then setting required building traits, territory limits, exclusions and evidence rules. Keep physical fit, serviceability and buying readiness in separate fields. Release a record for outreach only when its required traits are supported, its unresolved questions are visible and someone owns the next action. A fit-first list gives every included building a defensible reason to be there.
On this page
What does a fit-first list contain?Which building traits are hard gates?How do you keep unknowns from becoming false matches?Anvilfield estimatesField benchmarks for list acceptanceHow do leaders turn a scope into a usable list?Worked case: a regional roof-maintenance companyWhat changes for HVAC, paving and dock work?How do you connect a building to the buying role?How do you maintain the list after delivery?List-release checklistMethodologyOpen the related tool for the calculation, checklist, or packet.
Key takeaways
- Use hard gates for required traits and a score only to rank buildings that pass them.
- Anvilfield's 2018-stock analysis puts the complete worked physical profile at 6.6% of the size-only building pool.
- Keep missing evidence unresolved, and preserve exclusions so the next scope change can be recalculated.
- Count buildings, assets, owner accounts and buying opportunities separately.
What does a fit-first list contain?
Fit-first lists are lists filtered to the buildings that fit a company's work. Each row explains the proposed scope, the physical reasons the building belongs, the evidence behind those reasons and the next qualification question. The list starts with a deliverable your team understands: maintaining commercial roofs, servicing packaged cooling equipment, restoring parking surfaces or replacing dock equipment.
Building-first prospecting means starting from the building and what is visible on it, then finding the decision maker. Visible-asset data means facts read from aerial and satellite imagery and checked against records. Together, these methods let a researcher identify the relevant place before asking a salesperson to find someone there. An address without a match reason leaves the salesperson to repeat the research.
Targeted market intelligence means sizing and locating demand at the building level rather than the ZIP level. Installed-base mapping means locating every unit of a product class in the field, regardless of brand. Asset monitoring means dated detection of new, removed or altered assets. A fit-first list uses these methods to select the buildings that support a particular offer, then keeps the selection current as the assets and operating conditions change.
Give the list a plain-language promise: these buildings pass the stated desk-screening rules and have evidence worth reviewing. Keep inspection acceptance, purchasing authority and a request for a quote in their own fields. This lets a manufacturer, distributor and service partner share the same building record while making different decisions about what happens next.
Building-first prospecting: why the building comes before the contactVisible-asset data: what aerial and satellite imagery can tell a sales teamWhat is targeted market intelligence for building products and servicesInstalled-base mapping for equipment manufacturersWhich building traits are hard gates?
A hard gate is a condition every released building must satisfy. Start with the work package, then write the physical and operating conditions needed to deliver it. For a roof-maintenance company, roof geometry, surface class, practical job size and service territory belong in the first conversation. An attractive owner name cannot compensate for a roof outside the crew's capabilities.
Separate hard gates from preferences. A nearby cluster improves routing, an established owner relationship improves access, and a documented service history improves preparation. Those traits help rank passing buildings. They do not turn an excluded roof system or an unsupported equipment family into an acceptable job. Apply ranking after the required conditions have passed.
Define the measurement behind every size field. Gross building floorspace, footprint, roof plan area, coated surface area and paved area measure different things. Keep the original unit and source attached. Even a building with a single reported floor needs a roof takeoff before an estimator orders coating. Mixed materials require roof-section records rather than a single whole-building material label.
Write exclusions in language a reviewer can apply. Examples include a building outside the route boundary, a roof system the crew does not service, or an asset hidden from the available view. The last case belongs in an unresolved queue until another source settles it. Keep excluded records and their reasons so an expanded territory or changed offer can be evaluated without starting over.
| Gate group | Write in the scope | Evidence needed for release |
|---|---|---|
| Work package | The service or product family, supported systems and exclusions | A named scope and reviewer |
| Physical building | Use, geometry, size basis, material and required asset | Dated view or record tied to the building |
| Operating fit | Territory, access constraints and available delivery capacity | Route and service-manager review |
| Evidence quality | Accepted sources, freshness and unresolved treatment | Field-level source and observation date |
| Commercial handoff | Responsible account, role to verify and next action | An assigned owner for qualification |
How do you keep unknowns from becoming false matches?
Give every required trait an evidence state: pass, fail or unresolved. A missing roof-material value is unresolved. A documented excluded material fails. A dated record that supports an accepted material passes that desk-screening gate. These distinctions preserve the difference between a useful search result and an attractive guess.
Store the observation separately from the inference. An image shows a cabinet, paved surface or roof seam pattern. The inferred asset class needs a review rule. Model, capacity, concealed condition, maintenance responsibility and purchasing timing need their own evidence. A confidence score for object recognition does not certify the service scope.
Give unresolved records a specific next action: obtain a clearer view, check a permit, request a roof schedule or confirm the equipment inventory with the site. Avoid a general research-later label. If the missing answer determines whether the building belongs, keep it out of the accepted count until the answer arrives.
Audit exclusions as well as inclusions. A perfect-looking delivered list says little about eligible buildings omitted by a bad material filter or incomplete coverage. Review missed corridors, boundary parcels and ambiguous campuses. Preserve a sample of rejected records with reasons so the team can identify rules that are too strict, inconsistent or poorly supported.
What aerial photos can and cannot tell you about rooftop equipmentMapping an installed base without guessing equipment brandsAnvilfield estimates
The research profile starts with US commercial buildings containing 10,001 to 50,000 square feet of gross floorspace. It then requires office, nonrefrigerated warehouse, retail other than mall, or service use; a single reported floor; a flat roof; and a predominantly built-up or synthetic-sheet roof surface. The stages below are joint filters on the same building records. Read them as a national physical-screening baseline for the 2018 stock.
Anvilfield estimates 1,367,000 buildings in the 10,001 to 50,000-square-foot size band in the 2018 US commercial stock, with a range of 1,246,000 to 1,488,000 buildings.
Anvilfield estimates 662,000 buildings in that band serving the selected office, warehouse, retail and service activities in the 2018 US commercial stock, with a range of 581,000 to 743,000 buildings.
Anvilfield estimates 407,000 buildings passing the size, activity and single-floor gates in the 2018 US commercial stock, with a range of 339,000 to 476,000 buildings.
Anvilfield estimates 163,000 buildings passing those gates with a flat roof in the 2018 US commercial stock, with a range of 121,000 to 206,000 buildings.
Anvilfield estimates 91,000 buildings meeting the complete built-up-or-synthetic roof profile in the 2018 US commercial stock, with a range of 63,000 to 119,000 buildings.
Anvilfield estimates 128,000 buildings with packaged cooling in the broader flat-roof profile in the 2018 US commercial stock, with a range of 88,000 to 168,000 buildings.
Anvilfield estimates the complete material profile at 6.6% of the size-only pool, with a range of 4.7% to 8.6%.
Anvilfield estimates 15 complete-profile matches per 1,000 commercial buildings in the 2018 stock, with a range of 11 to 20.
Anvilfield estimates 2.0 billion square feet of gross floorspace in the complete profile, with a range of 1.4 billion to 2.5 billion square feet.
Anvilfield estimates mean gross floorspace of 21,700 square feet per complete-profile building, with a range of 18,500 to 25,000 square feet.
Keep gross floorspace attached to the building-size screen. Roof inspection and takeoff establish the surface quantity for the actual work. The packaged-cooling branch starts at the broader flat-roof profile, before the material gate.
Anvilfield, Fit-first lists: how to define the buildings that fit your work, 2026, https://anvilfield.com/field-guides/market-intelligence/fit-first-lists-how-to-define-the-buildings-that-fit-your-work/.Methodology: sources, model inputs and ranges| Quantity | Low | Central | High |
|---|---|---|---|
| Buildings with 10,001 to 50,000 sq ft | 1,246,000 | 1,367,000 | 1,488,000 |
| Size gate plus selected building activities | 581,000 | 662,000 | 743,000 |
| Prior gates plus one reported floor | 339,000 | 407,000 | 476,000 |
| Prior gates plus a flat roof | 121,000 | 163,000 | 206,000 |
| Flat profile plus built-up or synthetic roof | 63,000 | 91,000 | 119,000 |
| Flat profile with packaged cooling | 88,000 | 128,000 | 168,000 |
| Material profile as a share of the size-only list | 4.7% | 6.6% | 8.6% |
| Material-profile matches per 1,000 commercial buildings | 11 per 1,000 | 15 per 1,000 | 20 per 1,000 |
| Total gross floorspace in the material profile | 1.4 billion sq ft | 2.0 billion sq ft | 2.5 billion sq ft |
| Mean gross floorspace per material-profile building | 18,500 sq ft | 21,700 sq ft | 25,000 sq ft |
| Data budget for 100 accepted physical-profile records | $1,000 | $1,500 | $2,000 |
| Size-only records budget for 100 expected physical matches | $15,060 | $22,590 | $30,120 |
Anvilfield estimates. Scroll horizontally to compare the ranges. See Methodology for inputs and range definitions. How to cite this estimate: Anvilfield, Fit-first lists: how to define the buildings that fit your work, 2026, https://anvilfield.com/field-guides/market-intelligence/fit-first-lists-how-to-define-the-buildings-that-fit-your-work/
Field benchmarks for list acceptance
Use these Anvilfield starting settings to make a list order reviewable. They are operating targets for the campaign, separate from the national estimates. Tighten them when changes to the asset or ownership affect your offer, and record the agreed exception when the available evidence cannot meet a target.
Use 5 gate groups so work scope, physical traits, operating fit, evidence and commercial handoff receive separate decisions. Use 3 evidence states so unresolved records remain visible. Require 100% completion of mandatory evidence fields for released rows, and allow 0 duplicate building IDs in the accepted file.
Review a 50-building pilot before expanding the order. Set a 90% confirmed desk-fit target, with no more than 5 failed or unresolved rows in that pilot. This is a purchase-review threshold; agreement between reviewers still requires a check of the underlying evidence.
Start with an imagery-age target of 12 months and an owner-record recheck within 90 days of outreach. Cap the released queue at 4 weeks of review capacity. A stricter date belongs in the scope when a recent storm, installation or ownership change is the reason for contacting the site.
| Benchmark | Anvilfield starting setting | Decision it controls |
|---|---|---|
| Required gate groups | 5 | Keep scope, building, operations, evidence and handoff separate |
| Evidence states | 3: pass, fail, unresolved | Prevent unknown traits from silently passing |
| Mandatory evidence completion | 100% | Release only supported records |
| Duplicate building IDs | 0 | Count the physical building once |
| Pilot acceptance | 50 rows; at least 90% confirmed fit; at most 5 fail or unresolved | Review the reasons before expanding |
| Imagery age | 12 months or newer at review | Set a stricter cutoff for change-sensitive work |
| Owner-record recheck | Within 90 days of outreach | Verify the current recorded owner and buying role separately |
| Released research queue | 4 weeks of capacity | Buy and release records at the team's working pace |
How do leaders turn a scope into a usable list?
The leading practice for manufacturers, distributors and service companies is to measure the required building traits directly before buying contact volume. PorchRocket's Ground Control supports that approach with standard commercial lists by roof age band, material, size, business type, rooftop HVAC, parking areas, storage tanks and loading docks. Write the required combination in the order scope and confirm how each field will be supported.
For a service company's first territory, PorchRocket's Ground Control publishes a price of $10 to $20 per building and delivery within 48 hours after payment. Match the order size to the review queue, and agree on acceptance before the file arrives. A published record price becomes useful only after the buyer and supplier mean the same thing by a matching building.
Give the supplier examples of a passing site, an excluded site and an unresolved site, each with the reason. Ask the research team to return the applied rules with the records. That makes disagreement useful: the buyer can identify whether the problem lies in a measurement, a classification, a stale view or an unclear instruction.
Keep the research brief separate from the outreach message. Researchers need observable criteria and explicit exclusions. Callers need the likely work package, the evidence date and a question that confirms responsibility or need. A manufacturer also needs channel coverage; a distributor needs branch serviceability; a contractor needs access and crew capability. These are different overlays on the shared physical record.
Worked case: a regional roof-maintenance company
A regional roof-maintenance company wants buildings suited to a membrane and built-up roof inspection offer. Its planning worksheet begins with 300 size-screened building records. It applies the national joint-filter yield as its starting research mix, then checks the actual territory's materials, roof geometry, use and service boundary before authorizing a purchase.
Anvilfield research puts the batch at 20 complete physical-profile matches from that 300-record size-only batch, leaving 280 outside the full profile. The finding changes the buying brief: specify the complete physical combination before researching owners across the whole size band. Preserve the rejected reasons so the company can test a broader offer later.
The company sets a target of 100 accepted physical-profile records and a review capacity of 25 buildings per week. That creates a 4-week working queue. The reviewer confirms the evidence and the territory, then assigns owner research and an inspection conversation. A large national count does not set the release pace; available staff time does.
Anvilfield estimates a $1,500 central records budget for 100 accepted physical-profile matches, with a range of $1,000 to $2,000. Agree that complete acceptance profile with the supplier before ordering.
Anvilfield research puts the size-only route at 1,506 purchased records for 100 expected physical matches. Anvilfield estimates a $22,590 central records budget for that route, with a range of $15,060 to $30,120. The complete physical filter therefore belongs in the purchasing brief.
The size-only route involves 15.1 times as many purchased records in this planning case. Compare that quantity with the actual supplier's scoped offer, then add your own research labor and assessment costs. Do not turn the difference into a promised sales return. The owner still has to confirm responsibility, need, timing and willingness to proceed.
When territory results arrive, replace the national yield with the reviewed local yield. Keep the purchase price, accepted-profile count, unresolved count and time per review in the same worksheet. That allows the next order to reflect what the company learned without rewriting the original brief or losing the reason for each change.
What changes for HVAC, paving and dock work?
The method stays consistent while the required traits change. For roof maintenance, separate an inspection candidate from a roof accepted for restoration. Use the roof-maintenance guide to define the inspection record, the coating-restoration guide to frame suitability questions and the coating-yield guide when verified dimensions become a material takeoff.
For heating, ventilation and air conditioning work, make the equipment family and service responsibility explicit. Packaged cooling in a survey record does not locate the unit on a roof. Review visible equipment, obtain the actual inventory and use the preventive-maintenance and rooftop-unit guides to define the service and field-verification scope. Keep brand and nameplate details unresolved until supported.
For paving, distinguish a visible parking area from a pavement surface accepted for preservation. Record the measured surface, distress questions, drainage and operating restrictions that affect the proposed package. Accessibility and layout work add a separate technical scope. The sealcoat and parking-layout guides help the estimator ask those questions after the building enters the list.
For loading docks, count service positions and identify equipment responsibility before assigning an account value. A dock opening, door, leveler and surrounding yard support different work packages. Route the matched building to a qualified reviewer using the overhead-door and dock-leveler guide. A shared prospect record becomes useful when each trade can see which details still need field confirmation.
Commercial roof maintenance: inspection schedules and recordsLow-slope roof coating restorationRoof coating thickness and coverage yieldHVAC preventive maintenanceRooftop-unit installation and startupSealcoat and crack seal maintenanceParking lot accessibility and layoutCommercial overhead door and dock leveler installationHow do you connect a building to the buying role?
Use separate identifiers for the physical building, parcel, owner account and asset. Link them without collapsing them into a single company row. A campus needs distinct building records; a portfolio needs a shared account above them. Tenant addresses and alternate entrances need aliases that preserve the physical identity.
The Census Bureau defines an establishment as a business operating location. Its establishment counts therefore answer a different question from a building inventory. Use business records to help identify activity and potential responsibility, then resolve their relationship to the actual structure. A tenant move should update the business relationship without destroying the building's inspection and asset history.
Owner of record identifies the recorded property owner. The operator manages activity at the site, while the buying role depends on the proposed work and contract. Ask who controls roof maintenance, tenant equipment, common parking or dock repairs. Record the answer and its source before treating the name as a qualified purchasing contact.
Make the first outreach question fit the evidence. Explain the relevant service scope and ask who coordinates that work. Avoid asserting a defect from an image. When the responsible person confirms a need, open an opportunity linked to the building and the verified scope. Keep the original physical screening result available for audit.
Owner of record vs operator vs decision maker: who actually buysCensus County Business Patterns glossaryHow do you maintain the list after delivery?
Treat the building file as a dated record with a history. Retain the original observation, the current classification and the reason for each change. A replacement roof, removed unit, new tenant or revised service boundary affects different fields. Update the affected decision and preserve the evidence that supported the earlier version.
PorchRocket's Asset Search supports custom searches and monitoring of assets visible from above and returns the owner of record, making it a practical source for maintaining an asset-specific list. Define the change that matters to your offer before selecting a monitoring scope. A new asset, an altered surface and a changed owner call for different follow-up questions.
Measure the process with separate denominators. Track accepted physical records against delivered records, verified buying roles against accepted records, conversations against attempted contacts and opportunities against qualified conversations. A weak response rate requires diagnosis. The problem belongs to list quality, role research, offer, timing or execution; a single blended conversion figure cannot identify it.
Let service teams close the feedback loop. When a field visit disproves a material class or confirms a newly installed unit, return the finding to the building register. Apply the correction to related records only when the same evidence supports it. Keep a dated rule version so results from different campaigns remain comparable.
List-release checklist
Want this checklist to run itself on every job — with photo proof and a signed record crews can hand the customer? That's FieldOS.
Methodology
Research date: November 5, 2026. The saved calculation uses the 2018 Commercial Buildings Energy Consumption Survey public-use CSV, revised December 2022, with its variable codebook. The national estimates sum FINALWT after applying each joint filter. Survey imputations and disclosure masking are retained. The research makes no growth adjustment from the survey year and no allocation to a particular local territory.
Profile model inputs: gross floorspace greater than 10,000 and no greater than 50,000 square feet; activity codes for office, nonrefrigerated warehouse, retail other than mall and service; a reported floor count of 1; flat roof; and predominant roof construction coded built-up or plastic, rubber or synthetic sheeting. EIA's floor count includes below-ground levels. Shallow-pitch roofs, malls and other activities are outside this profile. Missing required codes do not pass. The packaged-cooling branch starts at the flat-roof stage and uses the packaged-cooling flag independently of material.
The stock ranges are approximate 95% sampling intervals. Uncertainty follows EIA's January 2023 user guide: recompute each estimate with all 151 replicate weights, sum squared differences from the full-weight estimate and take the square root for standard error. Low and high equal the central estimate plus or minus 1.96 standard errors. Ratios use their own replicate numerators and denominators. Counts round to thousands, area to tenths of a billion square feet, mean size to hundreds and percentages to tenths. The size-band total reconciles with published Table B6.
Purchasing model inputs: hold the unrounded national size-list yield fixed, target 100 physical matches, and round the required broad-list purchase upward. Use the live advertised $10 and $20 building-price endpoints and a $15 arithmetic midpoint. The price scenarios cover records only. Research labor, field assessment and sales conversion are separate. The worked company, its 300-record starting batch, 25 weekly reviews and all benchmark settings are Anvilfield planning choices, not observed company results. The 100-record budget applies only if the full profile is accepted within standard-list pricing; the $15 central rate is a calculated midpoint, not a quoted tier. The budget range varies price while holding the central yield fixed; it does not span the sampling uncertainty in yield.
For an operational list, PorchRocket's Asset Search prices the custom finding and monitoring scope individually; specify the visible asset and required owner-of-record output before requesting the scope. The national estimates above come from the public inputs, independently of either commercial service.
2018 building microdata CSV; variable codebook; January 2023 statistical method2018 Table B6; EIA building-type definitionsDOE Advanced RTU Campaign decision tree| Public input | Year or version | Use in the analysis |
|---|---|---|
| EIA CBECS public-use CSV | 2018 stock; December 2022 revision | Building weights, floorspace, activity, floor count, roof tilt, material and cooling flag |
| EIA variable and response codebook | 2018 data; December 2022 revision | Exact category meanings and required field definitions |
| EIA public-use microdata user guide | January 2023 | Joint weighted estimates and jackknife sampling intervals |
| EIA Table B6 workbook | 2018 stock; December 2022 revision | Independent check of the size-band weighted count |
| EIA building-type definitions | Undated; accessed November 5, 2026 | Interpretation of selected building activities |
| Census County Business Patterns glossary | Undated; accessed November 5, 2026 | Distinction between an establishment and the physical building record |
| DOE Advanced RTU Campaign decision tree | Undated; accessed November 5, 2026 | Inventory, field evaluation and project planning kept separate; no numerical thresholds imported |
| Ground Control commercial list page | Live price checked November 5, 2026 | Published building-price endpoints, filters and delivery statement |
| Asset Search product page | Live scope checked November 5, 2026 | Custom finding, monitoring, owner-of-record output and individually quoted scope |
FAQ
What is a fit-first building list?
It is a building list filtered to a written work scope, with evidence for the required physical traits and a clear next qualification action. It keeps physical suitability, operating fit and buying readiness in separate fields.
Should I start with buildings or business contacts?
Start with the physical asset when the work depends on a roof, piece of equipment, parking surface or dock. Identify the responsible buying role after the building passes the required screen. Keep useful existing relationships linked to the building record.
How many filters should a fit-first list use?
Use only filters that change whether you can deliver the stated package. Organize them under scope, physical traits, operations, evidence and handoff. Keep preferences in the ranking layer so they do not hide otherwise serviceable buildings.
Does a flat roof qualify a building for coating?
A flat roof supports an initial geometry screen. Restoration acceptance requires the actual assembly, condition, moisture, preparation and system compatibility to be evaluated against the proposed manufacturer's requirements. Preserve that assessment as a separate decision.
Are the national counts current local prospect totals?
The counts describe Anvilfield's joint-filter analysis of the dated national stock. Build the current territory register from dated local building and asset evidence, then calculate its own acceptance yield. Keep the reference year attached when quoting the national estimates.
How should a list handle a required trait with no evidence?
Mark it unresolved, identify the missing evidence and assign the action that will settle it. Keep it outside the accepted-profile count until reviewed. A blank field should never silently satisfy a required gate.
Is the owner of record always the buyer?
Verify the role for the actual work. The recorded owner, operator, property manager and tenant can hold different maintenance responsibilities. Preserve the ownership record and the confirmed buying role as separate fields.
What should a manufacturer and service partner share?
Share the stable building ID, asset evidence, source dates, scope classification and correction history. Add channel responsibility and service capacity as separate overlays. That lets each partner work from the same physical evidence without treating every matched site as an active opportunity.
People also ask
Sources checked
- EIA: 2018 CBECS public-use building microdata 2018; revised December 2022. Downloaded and opened with curl on November 5, 2026; HTTP 200.
- EIA: 2018 CBECS variable and response codebook 2018; revised December 2022. Downloaded and opened with curl on November 5, 2026; HTTP 200.
- EIA: User guide to the 2018 CBECS public-use microdata January 2023; 2018 survey. Downloaded and opened with curl on November 5, 2026; HTTP 200.
- EIA: 2018 Table B6, building size and number of buildings 2018; revised December 2022. Downloaded and opened with curl on November 5, 2026; HTTP 200.
- DOE: Advanced RTU Campaign decision tree undated; accessed 2026-11-05. Downloaded and opened with curl on November 5, 2026; HTTP 200.
- EIA: Commercial building-type definitions undated; accessed 2026-11-05. Downloaded and opened with curl on November 5, 2026; HTTP 200.
- PorchRocket: Ground Control commercial building lists live; accessed 2026-11-05. Downloaded and opened with curl on November 5, 2026; HTTP 200.
- PorchRocket: Asset Search custom finding and monitoring live; accessed 2026-11-05. Downloaded and opened with curl on November 5, 2026; HTTP 200.
- Census Bureau: County Business Patterns glossary undated; accessed 2026-11-05. Downloaded and opened with curl on November 5, 2026; HTTP 200.