Methodology

The 7-check methodology behind every Bid Defense Memo

Every contractor bid submitted to CostCheckGPT goes through the same seven checks, run by a licensed General Contractor in the project's jurisdiction. This page documents the full methodology. The inputs, the checks, the data sources, and what the output looks like. So you know exactly what you are getting before you submit a bid.

TL;DR
  1. You submit a contractor bid PDF, your project ZIP, and the stated contract total.
  2. A licensed GC runs seven checks: math reconciliation, scope normalization, allowance review, license verification, ZIP-level market calibration, missing-scope detection, and a negotiation script.
  3. You receive a one-page Bid Defense Memo within 12 hours. Verdict, dollar exposure, top flags, missing scope, and forwardable language for the contractor.
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Who runs every review

Every CostCheckGPT review is performed by a licensed General Contractor with active jurisdiction in the project location. AI tools assist with line-item parsing, math, and database lookups. A licensed GC reads the bid, makes the calls, and signs off on every flag in the memo.

License verification is reciprocal: the same licenses we hold ourselves are the licenses we verify on every contractor whose bid we review.

What we need from you

The methodology requires three inputs. With less than this, the review cannot be completed; with more, the review is sharper but no faster.

  1. 1The contractor bid as a PDF. The PDF must contain line items, not just a total. A one-page total-only bid cannot be reviewed because there is nothing to reconcile.
  2. 2The project ZIP code. ZIP-level data drives the market calibration check. Without it, every dollar comparison falls back to regional averages and loses precision.
  3. 3The stated contract total. If the bid PDF lists a total at the bottom that line items do not sum to, the gap itself is the first flag. We need the figure the contractor is asking you to sign for.

Optional but useful: prior bids on the same project for normalization, the contractor's license number to skip the lookup step, and the project drawings if they exist (for missing-scope detection).

The seven checks, in order

Check 1. Line-item math reconciliation

Every line item is summed. The sum is reconciled against the stated contract total. The most common pattern in bids over $200,000 is a 5–25% gap between the sum and the total. Money the contractor expects you to pay but cannot tie to a specific line. Every gap over 1% is flagged with the dollar exposure documented and the percentage of the contract it represents.

This check has caught $60,000+ unexplained gaps on Manhattan rehabs and 12% padding rolled into "general conditions" on LA gut renovations. It runs first because it costs nothing to do and frequently ends the review on its own.

Check 2. Scope normalization

Bids are not directly comparable because contractors describe scope differently. One contractor's $42,000 kitchen line item may include cabinets, counters, and installation; another's may exclude appliances and hood vent. Scope normalization separates included work, excluded work, allowances, and duplicated items so the bid can be evaluated as as-built cost rather than headline price. Read more about scope normalization.

This check is the difference between picking the right contractor and picking the contractor who left the most out.

Check 3. Allowance review

Allowances are placeholder dollar amounts in the bid for items not yet specified. Tile, lighting, fixtures, hardware. Two failure modes are common. First, padded allowances: a contractor sets a $5,000 lighting allowance for a project that will realistically spend $1,800, capturing the difference as profit. Second, underfunded allowances: a contractor sets a $4,500 tile allowance for a project where you will realistically spend $14,000, generating a $9,500 change order after you sign.

Every allowance line is reviewed against ZIP-level finish-product pricing for the project class. Padded allowances are flagged with a recommended range. Underfunded allowances are flagged for the change-order risk they create.

Check 4. Contractor license verification

The contractor's license number is verified against the active license registry for the project jurisdiction.

An expired license, suspended license, or license class mismatch is flagged immediately. A contractor cannot legally pull permits without an active license; if you sign a contract with one, you have a $300,000 problem in 90 days when the building department refuses to inspect.

Check 5. ZIP-level market calibration

Labor and material rates in the bid are compared against current ZIP-level data. Material rates are pulled from regional supplier pricing for the project's primary trades. Labor rates are calibrated against local trade union and prevailing-wage data adjusted for residential remodel pricing. Items materially above market are flagged with the dollar exposure; items materially below market are flagged for the bait-and-switch risk they create.

Calibration is local because residential renovation pricing is local. A $140/sq ft kitchen labor rate is within market in Brooklyn and 40% above market in Phoenix. The ZIP determines which market.

Check 6. Missing-scope detection

The most expensive line items in any renovation are the ones not in the bid. Permit fees, demolition, debris disposal, dust protection, daily cleaning, dumpster rental, scaffolding, hoist permits, water and electrical shutoffs, asbestos testing in pre-1978 buildings, and trade-scope assumptions are all reviewed for gaps. Missing items are flagged with the realistic cost they will become as change orders after you sign.

For a list of the most common missing-scope items by project class, see contractor bid red flags.

Check 7. Forwardable negotiation script

Every flag in the memo is paired with specific language you can forward directly to the contractor. The output is not a list of complaints; it is a framed question or clarification request that protects the relationship while creating leverage. The negotiation script is the difference between "your bid is wrong" (which produces defensiveness) and "I noticed your line items sum to $227,450 against a $287,450 stated total. Can you walk me through what is in the gap?" (which produces a revised bid).

Most contractors revise their number when they see a memo from a licensed GC. The script gives you the exact language to make that happen.

What the output looks like

The methodology produces a one-page Bid Defense Memo. The structure is fixed:

  1. 1Verdict. Red, yellow, or green. Red means significant issues with documented dollar exposure. Yellow means review items to clarify before signing. Green means the bid appears clean on all checked dimensions.
  2. 2Dollar exposure. Total documented overage across all flagged items, expressed as a number and a percentage of the stated contract total.
  3. 3Top flags. The 3–5 most consequential issues found, each with a specific dollar amount and the check that surfaced it.
  4. 4Missing scope. Items not in the bid that should be, with realistic cost estimates for each.
  5. 5Negotiation script. Forwardable language for each flag, written for the contractor to read.

Delivery format is PDF. Standard turnaround is 12 hours from submission of a complete bid. Investor Pro subscribers receive priority 6-hour turnaround.

The data sources behind the methodology

The methodology depends on six categories of public and licensed data, refreshed at the cadences below.

  1. 1License registries: NYC DCWP and California CSLB public license lookup APIs. Verified live against each bid; data is current at time of review.
  2. 2Permit fee schedules: Live municipal building department fee schedules for LADBS, NYC DOB, and adjacent metro permitting authorities. Refreshed as municipalities update their fee tables.
  3. 3Material pricing: Regional supplier pricing for cabinets, counters, tile, fixtures, lighting, flooring, lumber, drywall, and HVAC equipment. Calibrated weekly.
  4. 4Labor rates: Local trade union and prevailing-wage data adjusted for residential remodel pricing. Refreshed quarterly.
  5. 5Project class benchmarks: Internal benchmark database from prior bids reviewed across NYC, LA, Long Island, Orange County, the San Fernando Valley, and additional markets nationwide. Updated continuously as new bids are reviewed.
  6. 6Code requirements: Current building, plumbing, electrical, and energy codes for the project jurisdiction, including local amendments (Title 24 for California, NYC Construction Codes).

What the methodology does not do

To be useful, every methodology must be honest about what it does not check. CostCheckGPT does not:

  1. !Visit the project site. The review is performed against the bid PDF and project ZIP, not against the physical condition of the property. Latent issues. Hidden rot, undisclosed mold, structural defects. Are out of scope.
  2. !Negotiate with the contractor on your behalf. The memo gives you the language; the conversation is yours to have. We are a third-party reviewer, not your representative.
  3. !Replace the contractor or recommend a different one. The memo evaluates the bid in front of you, not the universe of possible bids.
  4. !Provide legal advice. If a bid contains contract language that creates legal exposure (mandatory arbitration, lien waiver gaps, indemnification asymmetries), the memo flags it and recommends review by a construction attorney.
  5. !Guarantee a price reduction. Most reviewed bids result in a revised contract; some do not. The memo's value is decision-quality before signing, not a guaranteed dollar discount.

Frequently asked questions about the methodology

How is the methodology different from getting three contractor bids?
Three contractor bids tell you what three contractors want to charge. They do not tell you whether any of those bids correctly describe the work, correctly price the work, or correctly itemize the work. The CostCheckGPT methodology evaluates a single bid for math, scope, allowances, license, market calibration, and missing scope. Checks that are independent of how many bids you have. Many clients use the methodology on their preferred contractor's bid and use the result to negotiate, rather than collecting more bids.
Is the methodology AI or human?
Both. AI handles parsing, math, database lookups, and pattern matching. A licensed GC reads the bid, makes the judgment calls, and signs off on every flag. The licensed GC's name and license number are referenced in every memo. The AI is a tool; the methodology is human.
How is the methodology updated as construction pricing changes?
Material pricing data is calibrated weekly, labor data quarterly, permit fees as municipalities update them, and the project class benchmark database continuously as new bids are reviewed. The methodology document itself is versioned; this page is the current version, and material changes are reflected in the dateModified field of the page metadata.
Can the methodology be applied to commercial bids?
The methodology is designed for residential renovation bids. Kitchen, bathroom, gut, ADU, addition, roof, deck, basement. Commercial construction has a different cost structure (prevailing wage, union shops, more aggressive scheduling penalties) and benchmarks differently. We do not currently review commercial bids.
What size project is the methodology designed for?
The methodology produces the highest dollar return on bids over $50,000. Below that, the dollar exposure is usually too small to justify the negotiation, and many of the checks (license verification, market calibration) carry the same overhead regardless of project size. Investor Pro is calibrated for $50K–$1.5M renovation projects; bids outside that range are reviewed but the dollar leverage is project-dependent.
Where can I see a sample Bid Defense Memo?
A sample memo is referenced on the Bid Defense Memo page, which walks through the verdict, dollar exposure, top flags, missing scope, and negotiation script structure with realistic placeholder data.

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