Relationship
What competitive role is provisionally supported: direct-like, substitute-like, search/discovery or still unproven?
See the six-lens method →Competitor Fit Challenge · Decision Snapshot Beta
Turn a competitor-fit result into a decision you can explain.
A free Challenge result is a screening signal—not permission to spend. A useful Decision Snapshot makes four things explicit: what the evidence supports, what remains unresolved, what risk still matters and what evidence should come next.
Not a separate paid productNo checkoutNo budget authority from a free result
FREE CHALLENGEQualify up to three proposed competitors.
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DECISION SNAPSHOTInterpret what the result does and does not authorize.
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SCOPE REVIEWTest whether deeper founder-reviewed work is justified.
Read the result in four passes
A useful snapshot separates the signal from the decision.
Relationship Fit and Evidence Readiness stay separate. That prevents a plausible competitor relationship from being mistaken for decision-ready proof.
Evidence
Which signals are observed, inferred or participant-supplied—and which critical evidence is absent?
How uncertain evidence is handled →Uncertainty
What would make the current classification unsafe to use for a higher-stakes investment decision?
Why confidence stays separate →Next evidence
What is the smallest additional proof that could actually change the decision or close the uncertainty?
When to rerun the Challenge →What the free result can mean
Three useful outcomes. None is a spending instruction.
The Challenge qualifies a proposed candidate; it does not claim exhaustive market discovery or independent proof of buyer preference.
Business-rival signal
Buyer, offer, market and decision evidence support a plausible competitive relationship. Keep the candidate in deeper investigation, but preserve the unresolved evidence.
Search or discovery signal
The company may matter for SEO, AI visibility or discovery without being a realistic substitute in the same purchase decision. Treat visibility and commercial rivalry as different questions.
Still unproven
The current evidence is too incomplete or contradictory for the intended use. “More evidence required” is a valid outcome when uncertainty is decision-relevant.
Illustrative example · not market research
See how a provisional fit becomes an accountable next step.
This fictional case demonstrates the interpretation logic without inventing a market result, probability or independent buyer claim.
DECISION REQUESTShould Candidate A enter the primary competitor set for a website repositioning decision?
CURRENT RELATIONSHIPDirect-like candidate · provisionalBased on the evidence available in the example.
Why it stays in
- Overlapping buyer segment
- Substitutable offer language
- Relevant operating geography
What is still missing
- Live shortlist comparison
- Switching or loss evidence
- Independent buyer preference
What to collect
- Sales-loss notes
- Customer comparison language
- Current availability evidence
Current authorizationInvestigate further.Do not change positioning or budget yet.
When the decision needs more authority
Decision Snapshot is not a fourth package.
If the free result is enough, stop there. If unresolved evidence could change a consequential decision, the free Scope Review determines whether any paid work is justified—and the smallest sufficient depth.
Scope Review
Define the decision, boundary and evidence need. The outcome can be FIT, RESCOPE or NOT FIT before payment.
Start free Scope Review →Decision Check
Narrow founder-reviewed validation for one bounded question when a full recommendation is unnecessary.
Decision Brief
A governed recommendation with evidence, limitations, action boundaries, reopen conditions and founder walkthrough.
Inspect the sample Brief →Decision Activation
30/60/90 implementation architecture, sequencing, dependencies and measurement after the strategic decision is approved.
Commercial integrity: current prices and temporary terms live on Services. This page stays evergreen so interpretation guidance does not become stale when commercial state changes.
Decision Snapshot FAQ
Know the boundary before you escalate.
Is Decision Snapshot a separate paid SERPIFAI service?
No. Decision Snapshot is an interpretation pattern for understanding a provisional Competitor Fit result. Current paid engagement options are determined only after a free Scope Review.
What does the free Competitor Fit Challenge prove?
It provides a provisional competitor-relationship assessment from the evidence available to the Challenge. It does not claim exhaustive market discovery, independent buyer preference or authority to change strategy or budget.
When should I start a free Scope Review?
Start a Scope Review when the decision is consequential and unresolved evidence could materially change what you fund, defer, prepare or avoid. The Scope Review can return FIT, RESCOPE or NOT FIT before any payment is requested.
What happens after Scope Review?
If paid work is justified, SERPIFAI identifies the smallest sufficient path for the decision, such as Decision Check, Decision Brief or Decision Activation. Current pricing and commercial terms live on the Services page.
Free value first
Have a competitor result that now affects a real decision?
Bring the disputed decision—not a preselected package. Scope Review is free, requests no payment and can decline the work if deeper analysis is not justified.