Where the product or business appears today, what access exists, and what is missing.
General Discovery Audit
A fixed-scope audit for the places buyers already compare you.
Raito inventories the surfaces where your product or business can be found, checks the evidence, captures visible competitors, and turns the gaps into a practical next-step backlog.
What gets measured
The audit starts with a surface inventory.
Every request begins by identifying which surfaces are relevant, which are already measurable, and which gaps should not be guessed at yet.
- SearchOrganic demand, snippets, entity claritypartial
- Local/mapsProfiles, reviews, service evidencereview
- App storesListing clarity, ratings, conversion loopsreview
- Website/contentPages, proof, technical discoverabilitypartial
- Social proofReviews, mentions, community trustreview
- Directories/communitiesCategory pages, forums, comparison surfacesgap
- AI answersDated prompts, visible caveats, competitorssnapshot
- Reports/backlogPrioritized fixes and monthly evidenceplanned
What the audit includes
Six deliverables, one routing decision.
The report is meant to make the first fix obvious without pretending every surface needs a campaign at once.
Analytics, console, profile, and source gaps that block useful reporting.
The visible alternatives buyers see first, with the likely reason each one appears.
Fixed prompts, dated observations, competitors, sources, and variance caveats.
Five to ten fixes ranked by impact, effort, speed, risk, and owner.
The next best path: App Discovery Sprint, Local Discovery Sprint, Growth Foundation, or no-fit.
What this does not promise
Measured visibility, not magic placement.
AI visibility is a snapshot inside the audit. It captures observed answers, competitors, sources, and caveats; it is not sold as a standalone result.
- No guaranteed rankings.
- No guaranteed AI placement.
- No deterministic AI visibility score.
- No software access or public price list in V0.
Sample report shape
A clear report beats a vague growth plan.
The sample artifact shows how surface coverage, visible gaps, competitors, and next fixes sit together. Live reports use dated evidence and human review.
View proof labsEvidence Snapshot
Sample artifact- Surfaces measured
- Search, local/maps, app stores, AI answers
- Visibility gaps
- Directories, comparison pages, review prompts
- Top competitors
- Shown as named rows after evidence review
- Next 30 days
- Fix list ranked by impact, effort, speed, and risk
Date checked: June 26, 2026Layout sample only. Live reports use dated evidence and clear caveats.
Homepage explains the offer, but proof and comparison paths need clearer evidence.
Evidence link: sample website review noteA category directory appears before owned pages because it has clearer comparison intent.
Evidence link: sample search result capturePrompt: "best discovery audit for an indie app". Result: competitor mentioned; Raito absent.
Evidence link: sample prompt run, date checked 2026-06-26Create a comparison-ready audit section with scope, caveats, proof links, and next action.
Evidence link: sample backlog row- P1Reports/backlog
Complete the cross-surface inventory.
Record where the business appears, where access is missing, and what evidence supports each finding.
- P1AI answers
Run a dated visibility snapshot.
Use fixed prompts, capture visible competitors, and avoid treating one model response as a guarantee.
- P2Website/content
Turn positioning gaps into page fixes.
Prioritize clarifying pages, proof blocks, metadata, and internal links before broader campaigns.
Who it is for
The form supports multiple starting points.
The audit stays general enough to diagnose the surface mix before recommending an app, local, recurring, or no-fit path.
Store listing, product pages, reviews, social proof, and web-to-app loops.
Maps, local search, profile basics, reviews, service pages, and citations.
Website clarity, buyer-intent search, directories, proof, and comparison surfaces.
A mixed or early surface map where the primary bottleneck is not obvious yet.
After you request
A low-pressure path from context to scope.
- Request
Send the current surfaces, links, and suspected gaps so the first review has useful context.
- Fit reply
Raito replies with fit, scope, and the surfaces most likely to matter first.
- Audit
The audit turns observations into a dated surface map, snapshot, and ranked backlog.
- Route
The report recommends a focused sprint, Growth Foundation, or a no-fit/defer path.
Audit request
Request a Discovery Audit
Send enough context for Raito to reply with fit, scope, and the surfaces most likely to matter first.
The message includes your segment, selected surfaces, links, suspected gaps, and notes so the first reply can stay concrete.