Google visibility is not shortlist evidence
A search ranking shows how a URL performs in search. It does not establish whether an AI answer presents the company as a serious option for a commercial buyer question.
U.S. market-entry readiness
Entering the U.S.? Find out whether AI puts your SaaS on the shortlist.
Before you scale U.S. GTM, RecoProof tests the commercial questions U.S. buyers are likely to ask, shows which competitors get recommended instead, and identifies the evidence and positioning gaps worth fixing first.
Before the budget moves
Test the considered set before scaling U.S. acquisition.
A U.S. expansion plan creates decisions about positioning, comparison pages, proof, partnerships, content, and paid acquisition. RecoProof establishes a controlled baseline before those decisions are funded: whether the company is recommended, where competitors displace it, what sources accompany the answer, and which product claims are represented inaccurately.
The audit does not infer a universal AI rank. It keeps every finding tied to the approved commercial question, tested model conditions, retained answer, citations, and review confidence.
Visibility, recognition, and recommendation answer different questions.
Brand recognition is not unbranded recommendation
An assistant may describe a company when asked by name while omitting it when a buyer asks for the best-fit products in the category.
Competitor inclusion needs commercial context
The useful comparison is which vendors enter the considered set for the same approved discovery, fit, pricing, integration, and alternative questions.
Defined offer
One readiness audit, with a reviewable evidence trail.
The current founding offer is $499 for the first five customers. The standard price is $750. Delivery is within five business days.
Get the Audit — $499- 30 U.S.-buyer-context commercial questions
- 3 supported AI models and surfaces
- 3 U.S.-market competitors
- Recommendation and first-choice analysis
- Competitor-displacement evidence
- Retained answer, source, and citation evidence
- Inaccurate or outdated product representation
- U.S. terminology and positioning evidence gaps
- Human-reviewed web report, PDF, and CSV
- Prioritized 90-day action plan delivered within 5 business days
A real U.S. GTM decision is approaching.
- — A European B2B SaaS company entering or materially expanding in the U.S. within 3–9 months
- — A mature English-language website with current product, pricing, integration, and proof pages
- — An identifiable category and at least three relevant U.S.-market competitors
- — Meaningful B2B contract value and an approaching GTM, positioning, or content-budget decision
The audit needs a stable market and a consequential decision.
- — Pre-PMF products without a stable category, ICP, or commercial evidence base
- — B2C products, local businesses, or primarily location-based discovery
- — Companies without a meaningful U.S. expansion plan
- — Teams seeking only generic daily mention tracking or a guaranteed recommendation outcome
From U.S.-buyer context to a prioritized readiness plan.
- 01
Define the U.S. buyer context
Confirm the category, intended buyer, U.S.-market competitor set, language, and commercial decisions the question set should represent.
- 02
Test commercial recommendation questions
Run the approved discovery, shortlist, comparison, fit, pricing, and alternative questions under recorded model conditions.
- 03
Preserve answer and citation evidence
Retain each tested answer, source URL, model, question, repetition, date, country, and language so the result remains reviewable.
- 04
Apply human review
Review ambiguous recommendations, competitor roles, unsupported claims, accuracy risks, and consequential interpretation before publication.
- 05
Prioritize the next 90 days
Translate supported gaps into a bounded sequence of positioning, product-evidence, comparison, technical-access, and third-party-proof actions.
Review the complete methodology and limitations before comparing results or funding an intervention.
Transparency
Controlled evidence, not a simulation of every U.S. session.
Results reflect the approved U.S.-buyer-context commercial questions and the tested providers, models, country, language, repetitions, and measurement date. API results may differ from personalized consumer experiences.
- — The audit is not a simulation of every personalized U.S. consumer AI session.
- — A displayed citation is evidence to inspect, not proof that it caused a recommendation.
- — Point-in-time results do not guarantee future inclusion, ranking, citation, or recommendation.
- — Material interpretation and accuracy risks remain subject to human review.
Founding offer · $499
Check the AI considered set before scaling U.S. GTM.
Receive the human-reviewed evidence package and prioritized 90-day plan within five business days. No recommendation outcome is guaranteed.