TestFit helps with site feasibility, but that is only the start.
Choose Ruh to carry approved work into estimating and the functions that keep a contractor moving.
TestFit generates editable site plans for early feasibility. Ruh works later, using the contractor's own rate book for takeoff and estimating, then supporting accounts payable, marketing, and sales through one shared knowledge base and audit trail.
Every Ruh number and message requires a person's approval before it goes out.
From an Editable Site Plan to Accountable Construction Operations
The platform helps developers and design teams test a site, refine an AI-generated plan down to individual parking stalls, and move approved layouts into design tools. Ruh does not replace that feasibility workflow. It gives contractors an AI workforce for takeoff and estimating on their own rate book, accounts payable and invoice coding, construction marketing, and sales or SDR outreach. Those functions operate in the customer's own tenant and existing tools with shared knowledge, a common audit trail, and human approval.
Compare Site Feasibility With the Work That Follows
These products sit at different points in a project. The first three rows credit the platform's site-planning strengths; the remaining rows show why a contractor may add or choose Ruh for downstream work.
| Capability | TestFit | Ruh AI |
|---|---|---|
| AI-generated site feasibility plans | Yes The Real Estate Feasibility Platform generates a starting plan for testing a site. | No Ruh begins after site feasibility and does not generate site plans. |
| Detailed editing of site layouts | Yes Users can edit an AI-generated plan down to the last parking stall. | No Ruh does not provide the parking-stall-level layout editor used in this feasibility workflow. |
| Site-plan prompting and design handoff | Yes Its MCP Connection supports AI-assisted site-plan prompting, approved layouts can move to Revit, and exports include AutoCAD, SketchUp, Excel, and PDF. | No Ruh is not a site-design export product and makes no claim to these feasibility handoff formats. |
| Takeoff and estimating on the contractor's own rate book | No The product creates feasibility layouts before construction takeoff and estimating begin. | Yes After the site-planning stage, Ruh prices takeoff and estimates with the contractor's own rate book. |
| Accounts payable and invoice coding | No A Real Estate Feasibility Platform does not carry an approved site layout into invoice coding or accounts payable. | Yes For a contractor coming from feasibility planning, Ruh continues into accounts payable and invoice coding without adding another isolated AI workflow. |
| Construction marketing and sales or SDR outreach | No Its AI assistant prompts site plans; it is not presented as a construction marketing or sales outreach system. | Yes Once a feasible project becomes a business opportunity, Ruh can support construction marketing and sales or SDR outreach with human approval. |
| Shared knowledge base and audit trail across functions | No Its shared product scope is the feasibility plan, not one operational record spanning estimating, invoices, marketing, and outreach. | Yes Work downstream of the site plan shares one knowledge base and one audit trail across Ruh's supported contractor functions. |
Twelve Functions, One Workforce.
TestFit is stronger for generating and refining early site layouts. Choose Ruh for the work that begins after feasibility: contractor-rate-book estimating plus operational functions that share knowledge and accountability, instead of separate subscriptions, logins, and isolated context for each job. Ruh deploys AI employees across the work that surrounds it, sharing one knowledge base and one audit trail.
Ruh AI vs TestFit, Answered.
Does TestFit have AI?
Yes. It uses generative design and AI-generated site plans, and its MCP Connection lets an AI assistant prompt site plans. A user can start with a generated plan and edit it down to individual parking stalls. That AI is aimed at real estate feasibility and site planning, which happens before Ruh's takeoff, estimating, and contractor operations.
Are Ruh and TestFit direct replacements?
No. They sit at different stages of a project and barely overlap. One helps teams test a site and refine a layout before construction work begins. Ruh then supports takeoff and estimating on the contractor's own rate book and carries approved work into accounts payable, marketing, and sales. A team may use both when it needs both stages.
What design tools and export formats does TestFit support?
It can push approved layouts to Revit and export to AutoCAD, SketchUp, Excel, and PDF. Those connections support the handoff from feasibility into design and analysis. Ruh makes no claim to those site-plan formats. Its role is later in the workflow, inside the customer's own tenant and existing tools, across estimating and contractor operations.
How do their prices compare?
A public price comparison is not possible because neither company publishes prices. TestFit does not publish prices, and Ruh does not publish prices either. Teams need current quotes based on their requirements. This comparison therefore makes no claim that either option is cheaper and focuses on the different work each product is built to handle.
Who is TestFit built for?
It is built for people evaluating and shaping real estate sites: developers, architects, contractors, civil engineers, urban and city planners, brokers, brands, universities, and municipalities. That broad audience reflects its early feasibility role. A contractor seeking downstream takeoff, estimating, invoice coding, marketing, or sales support should evaluate Ruh for those separate needs.
Why choose Ruh over TestFit?
Choose Ruh when your decision is about running contractor work after feasibility, not generating the site plan itself. You get takeoff and estimating on your own rate book, plus accounts payable, invoice coding, construction marketing, and sales outreach in one workforce. Those functions share knowledge and an audit trail inside your tenant and existing tools, while your team approves every number and message.