First American Data & Analytics review
First American Data & Analytics is a Income & Asset Verification product from First American Financial Corporation (NYSE: FAF). MortgageTechReview scores First American Data & Analytics 3.8 out of 5.0, ranking First American Data & Analytics #12 of the 35 products tracked in Income & Asset Verification Software, as of August 11, 2026. Scores on MortgageTechReview are weighted across five axes and are never paid for or influenced by a vendor relationship.
First American Data & Analytics sells data, not workflow: property records, fraud screening, valuations and compliance content. For mortgage lenders the anchors are FraudGuard for pre-funding review, a FraudGuard Home Equity configuration, Procision valuation and DataTree research. The draw is sourcing fraud screening and collateral analytics from the title insurer that owns the underlying records. The limitation: no loan origination system partner is documented by name anywhere on the site. So delivery into the underwriter's queue gets scoped in contracting, not assumed.
How First American Data & Analytics compares to Model Match
Ranked first in VOI/VOAModel Match currently scores highest in VOI/VOA, so every other product in the category is compared against it here. That is a ranking on our published rubric rather than a recommendation, and it changes when the scores change. Category Leader
| Axis | First American Data & Analytics | Model Match |
|---|---|---|
| Production impact | 3.7 | 4.9 |
| Functionality & depth | 4.4 | 4.8 |
| Integrations & ecosystem | 3.6 | 4.3 |
| Adoption & support | 3.6 | 4.9 |
| Return on spend | 3.6 | 4.9 |
| Overall | 3.8 | 4.8 |
First American Data & Analytics wins 0 of 5 axes against Model Match, on the weight profile published for this category. Full head-to-head →
Where it wins
- FraudGuard bundles occupancy, identity, watchlist, licensing and valuation checks into one report
- Owned by a public title insurer, so property records are first-party data
- Coverage runs past origination: RegsData, vendor management, Taxsource, VeriTitle
- A separate FraudGuard Home Equity configuration suits second liens on lighter process
Where it falls short
- No LOS integrations named anywhere on the product pages
- A dozen-plus separately branded tools make scoping and contracting slow
- Nothing published on pricing, from per-report cost to minimum volume
- Newer analytics like AppIntelligence Score are described too thinly to judge model quality
Why it scores 3.8
Scored on the Verification & Data weight profile. The number shows where it sits in this category. It rests on evidence anyone can check, including the vendor's own record. The weights →
Production impact
25% of scoreFraudGuard sits at the pre-funding gate, so the gain shows as fewer manual checks and fewer repurchase-grade defects. It does not shorten cycle time on a clean file. Undisclosed Debt Monitoring powered by Equifax catches borrower debt that appears between application and closing. That is the single check most likely to save a loan from a post-close problem. Procision and the First American home price index feed collateral calls from the same account. Nothing here transforms alone; the compounding across a book is the point.
Functionality and depth
20% of scoreThe catalogue is unusually wide for a data supplier and deep where lenders use it. FraudGuard runs occupancy, identity, watchlist, licensing, conflict and market condition checks in one pass, with audit trails and defect trending behind it, plus a separate Home Equity configuration for second liens. Procision valuation, DataTree research, price indices, RegsData, Taxsource and VeriTitle sit alongside, and the property records are first-party. Newer analytics such as AppIntelligence Score are described too thinly to judge.
Integrations and ecosystem
20% of scorePublished APIs and bulk data licensing cover the plumbing, and an Esri spatial tie-in adds mapping. What is missing is one named LOS partner. That is a real omission for a fraud product used in the underwriter’s queue. The named data sources are better evidence: Equifax for undisclosed debt, The Work Number for income and employment. Treat LOS delivery as a diligence item.
Adoption and support
10% of scoreDataTree is long established and title and research staff already know it, so that side lands without training. The wider portfolio is a different experience. A dozen-plus separately branded tools each carry their own sales motion, which slows procurement and invites overlapping purchases. Support is what a public title insurer provides: structured and documented rather than fast. Predictable, not nimble, and predictable counts for something in a vendor review.
Return on spend
25% of scoreProducts price per report or per license, negotiated, so the total depends on volume tiers you cannot see in advance. The case is strongest folding several data spends, fraud screening, valuation, property records and compliance content, onto one agreement with the company that owns the underlying records. It is weakest buying FraudGuard alone against a cheaper point product. No cost-per-defect-avoided evidence is published.
On price. Nothing is disclosed. Every product page routes to a sales contact or a trial request, with no rate card or minimum anywhere. Expect per-transaction pricing with volume tiers. The tiers are the whole negotiation.
