Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryrevenue velocityrevenue velocity
Time-to-Value1–2 weeks (~14d)2–4 weeks (~30d)
Typical annual TCO$15,000/yr$0/yr
Starting price$2,340/yr$0/yr
Implementation feeNoneNone
Seat tiersUnlimited users on all plans; no per-seat pricingNot published
Implementation friction2/53/5
Friction meter
Best forDevelopers screening many sites who need fast, defensible yield and pro forma answers before spending design fees.; Architects and planners who must produce multiple concept options quickly to win design fees.; Contractors and civil engineers who need early quantity takeoffs, parking counts and cut-and-fill insight.; Parking studies and quick site feasibility where fast 2D/3D massing matters more than design detail.B2B sales and RevOps teams with high outbound volume that want AI digital workers to research, personalize and sequence prospects; Organizations already on Salesforce, HubSpot, Pipedrive or LeadSquared that want an execution layer on top of the CRM; Companies that need 24/7 inbound lead response and speed-to-lead coverage through an AI phone and chat agent; Growth-stage and enterprise revenue teams scaling pipeline without adding proportional SDR headcount; Teams running multi-channel outreach across email, phone, chat, social, SMS and WhatsApp
Not forFirms needing detailed architectural design or BIM authoring — TestFit stops at conceptual massing and hands off to Revit or SketchUp.; Teams outside the US that depend on local parcel, zoning or environmental data layers.; Operations-heavy construction teams looking for scheduling, crew management or project controls.; Firms doing one-off, highly bespoke projects where a single study does not justify an annual subscription.Buyers who need published, self-serve pricing before committing — 11x is quote-only with no public price list; Highly regulated organizations that require HIPAA, FedRAMP or on-premise deployment guarantees; Small businesses or low-volume teams that cannot support an enterprise onboarding and contract; Teams that want to hand-build and own every sequence step rather than delegate to an autonomous agent; Companies that must see audited per-action AI logs and disclosed model providers before purchase
Stack fit matrix
SalesforceNot supportedIntegration
AWSNot supportedNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedIntegration
Google WorkspaceNot supportedNot supported
Microsoft 365Not supportedNot supported
SAPNot supportedNot supported
SlackNot supportedNot supported
MCP (Model Context Protocol)NativeNot supported
Compliance
SOC 2 Not listed Listed
ISO 27001 Not listed Not listed
GDPR Not listed Listed
HIPAA Not listed Not listed
FedRAMP Not listed Not listed
CMMC Not listed Not listed
ISO 42001 Not listed Not listed
IAPP AIGPnamed staff Not listed Not listed
Company & support
Who is behind each solution, and how you reach support. “Not listed” means the vendor’s public pages don’t mention a channel, not that it is unavailable.
Founded2016 (10 yrs)Not recorded
HeadquartersDallas, USSan Francisco, US
PhoneNot listedNot yet recorded
EmailAll plansNot yet recorded
Live chatNot listedNot yet recorded
Support portal / ticketsNot listedNot yet recorded
Community forumNot listedNot yet recorded
Help centre / docsAll plansNot yet recorded
Dedicated account managerEnterprise onlyNot yet recorded
In person / on-siteNot listedNot yet recorded
Support hoursBusiness hoursNot yet recorded
Response timeAverage response time 24 hours (Monday–Friday, 9am–5pm CT)Not yet recorded
AI & MCP readiness
Whether each solution can join your AI stack, and what it asks of you to do so.
MCP connectionreaches AI clientsOfficial serverNot supported
AI featuresNLP automationAgentic workflows; NLP automation
Built around AI?AI added to an existing productAI-native
Trains on your dataNot recorded — ask the vendorNot recorded — ask the vendor
Runs onNot recordedNot recorded
AI pricingPaid add-onNot recorded
Model keyBring your own keyNot recorded
AI usage auditNot recordedNot recorded
Quadrant view
Where the 2 selected solutions land on the same value plane. Toggle axes to compare on cost, speed, friction, or buyer score.
Quadrant view
Implementation friction × Value-Position score (estimate)
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
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