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Market/Categories/Business Specialist/TestFit

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

TestFittestfit.io

TestFit is an AI-powered real estate feasibility platform that accelerates site planning and deal evaluation using generative design and real-time insights.

Business Specialisttestfit.ioTracked since 2026-08-211 discovery source
3.3KBacklinks
1.1KReferring domains
27Domain authority
+5.9%Referring domains · 90 days

Authority & distribution

How strong is TestFit’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

3.3KCurrent snapshot

Referring domains

1.1KCurrent snapshot

Authority

27Domain authority · category median 22

90-day move

+5.9%Referring domains, last 90 days
At 27, TestFit sits above the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

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Traffic & engagement

Where TestFit ranks

Measured · Pro

Measured for this product: global rank, country rank and category rank.

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AI referral visibility

Which AI assistants are already sending TestFit traffic?

Measured · Pro

Measured for this product: AI referral traffic, which assistants refer it and which pages those referrals land on.

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Product profile

What TestFit is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“TestFit”

TestFit is an AI-powered real estate feasibility platform that accelerates site planning and deal evaluation using generative design and real-time insights.

Business SpecialistSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://www.testfit.io

Observed across 1 discovery source.

Research questions

What the evidence answers about TestFit.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What features does TestFit offer?

TestFit offers features including AI-generated site plans with customizable road layouts, 3D visualization, real-time deal prototyping, automatic generation of takeoffs for parking, infrastructure, and earthwork, and direct integrations for export to Revit, AutoCAD, SketchUp, Excel, or PDF. It also supports sharing live feasibility reports and markups.

What is TestFit and what problem does it solve?

TestFit is an AI-powered real estate feasibility platform that accelerates site planning and deal evaluation using generative design and real-time insights. It automates site plans to accelerate decisions, helping users move from site assessment to financial validation faster than traditional methods.

What is TestFit used for and in what situations?

TestFit is used for real estate feasibility, specifically for site planning, deal evaluation, and concept iteration. It is applied in situations where users need to quickly assess site constraints, validate pro formas against actual layouts, and generate multiple design options to find the highest-and-best use of land.

Who is TestFit for?

TestFit is designed for real estate developers, architects, and preconstruction teams involved in site planning and feasibility analysis. The evidence includes testimonials from a President & CEO of a property group, an architecture principal, and a partner at a development firm, indicating it serves leadership and principal roles within these organizations.

What is TestFit?

TestFit is an AI-powered real estate feasibility platform for site planning, generative design, and deal evaluation in a specialist domain. It automates the creation of site plans to accelerate decision-making in the real estate development process.

5 of 6 research questions are answered for this product. The rest need source evidence we have not collected yet, so they are left unanswered rather than guessed.

Behind the lock

Unlock full TestFit intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send, which 3 of them do it, and the 2 pages they land on.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured