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.

ScopeSurface map, competitor evidence, snapshot, backlog, and route.
FormatDated report with evidence rows and caveats.
ReplyFit, scope, and the first surfaces to inspect.

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.

Surface inventory

Where the product or business appears today, what access exists, and what is missing.

Measurement access check

Analytics, console, profile, and source gaps that block useful reporting.

Competitor snapshot

The visible alternatives buyers see first, with the likely reason each one appears.

AI Visibility Snapshot

Fixed prompts, dated observations, competitors, sources, and variance caveats.

Prioritized backlog

Five to ten fixes ranked by impact, effort, speed, risk, and owner.

Routing recommendation

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 labs

Evidence Snapshot

Sample artifact
Surface coverage4 of 8 sample surfaces mapped
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.

Surface inventory rowWebsite/content - partial

Homepage explains the offer, but proof and comparison paths need clearer evidence.

Evidence link: sample website review note
Competitor rowSearch - visible alternative

A category directory appears before owned pages because it has clearer comparison intent.

Evidence link: sample search result capture
Prompt/query snapshotAI answers - dated observation

Prompt: "best discovery audit for an indie app". Result: competitor mentioned; Raito absent.

Evidence link: sample prompt run, date checked 2026-06-26
Backlog itemP1 - quick fix

Create a comparison-ready audit section with scope, caveats, proof links, and next action.

Evidence link: sample backlog row
  1. P1Reports/backlog

    Complete the cross-surface inventory.

    Record where the business appears, where access is missing, and what evidence supports each finding.

  2. P1AI answers

    Run a dated visibility snapshot.

    Use fixed prompts, capture visible competitors, and avoid treating one model response as a guarantee.

  3. 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.

App or product

Store listing, product pages, reviews, social proof, and web-to-app loops.

Local or service

Maps, local search, profile basics, reviews, service pages, and citations.

B2B or SMB

Website clarity, buyer-intent search, directories, proof, and comparison surfaces.

Other or general

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.

  1. Request

    Send the current surfaces, links, and suspected gaps so the first review has useful context.

  2. Fit reply

    Raito replies with fit, scope, and the surfaces most likely to matter first.

  3. Audit

    The audit turns observations into a dated surface map, snapshot, and ranked backlog.

  4. 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.

Lead capture pathOpens a prefilled email to [email protected]

The message includes your segment, selected surfaces, links, suspected gaps, and notes so the first reply can stay concrete.

Closest segment
Relevant surfaces

Select every surface you already suspect is part of the visibility gap.