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AI visibility reporting

Show what changed and what your team should do next

One report brings prompt coverage, visibility, competitors, verified work, sessions and topic movement together, and keeps what you observed apart from what you can claim.

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Illustrative client report for Northpeak on a tablet. AI visibility 11.0%, +4.2 pts vs the previous 90 days, rising across 13 weekly refreshes from 23 Jun to 15 Sep, with 7 verified wins marked on the trend. Prompts visible 22 of 57, tracked share of voice 4.2%, verified wins 7.

ILLUSTRATIVE · PRODUCT PREVIEW

Evidence before narrative

Give stakeholders context, not just a score

AI answers vary between runs, so one snapshot can make ordinary variation look like progress or decline. The report keeps what was observed, what the team did, what moved and what comes next as separate layers, and never claims that one action caused the movement.

Evidence ledgerTopic · CRM for startups · 9 prompts
  1. 01

    Observation

    A grid of 13 weekly refreshes across 5 engines, the cells that name the brand highlighted.

    Shows

    Repeated visibility, prompt coverage, share of voice and source evidence

    Cannot prove alone

    Why the pattern exists

  2. 02

    Action

    Verified win 3: Listed in “The 12 best CRMs for startups”, brightpathreview.com, verified 12 Aug.

    Shows

    Content changes, approved outreach, placements and recorded wins

    Cannot prove alone

    That the action caused later movement

  3. 03

    Outcome

    On 3 linked prompts, 6.1% in the 28 days before and 9.4% in the 28 days after.

    Shows

    Later changes in answers, sources, mentions, sessions or topics

    Cannot prove alone

    A stable ranking or a single cause

  4. 04

    Decision

    Three choices, continue, investigate or stop, with continue chosen.

    Shows

    What the team should continue, stop, investigate or test next

    Cannot prove alone

    A guaranteed forecast

ILLUSTRATIVE · PRODUCT PREVIEW

Inside the report

The report your stakeholders actually read

Real screens from a live project, shown at a size you can read.

The client report for Bubblegum Search: report tabs and filters, AI visibility of 8.7% (up 8.7 points) beside its weekly trend, a What moved summary, and five headline tiles led by 31 of 57 prompts visible, a 2.5% tracked share of voice and 23 verified wins.

The report your client opens: AI visibility for the period with its weekly trend, a plain-English summary of what moved, and the headline numbers.

Engine-level reporting

Inspect one engine without losing the wider context

Review ChatGPT against the same prompt set, period and competitor group used everywhere else in the programme, so an engine-level change reads alongside the wider picture.

See the ChatGPT visibility tracker

Illustrative. Northpeak's AI visibility by engine for 23 Jun – 20 Sep 2026. Choosing an engine changes the figures; the scope stays the same: 57 tracked prompts, 5 competitors, the same period and weekly refreshes.

AI visibility by engine13 WEEKLY REFRESHES
SAME SCOPE57 tracked prompts · 5 competitors · 23 Jun – 20 Sep 2026 · weekly

AI visibility

14.2%+5.9 pts

Prompts visible

19/57+10

Share of voice

5.1%+1.9 pts

ILLUSTRATIVE · PRODUCT PREVIEW

Work and movement

Keep completed work on the same timeline as visibility

Verified content changes, listings, corrections and placements sit beside later visibility movement. The timeline shows sequence and context, and leaves room for everything else that may have moved the result.

Illustrative product preview. Northpeak’s AI visibility on tracked prompts across all engines, from 6.8% on 23 Jun to 11.0% on 15 Sep, over 13 weekly refreshes, with 7 verified wins marked on the same timeline. Select a win to compare the 28 days before it with the 28 days after.

Impact timeline

Tracked prompts · All engines

11.0%AI visibility+4.2 pts
OutreachVerified 12 Aug

Win 3: Listed in “The 12 best CRMs for startups”

brightpathreview.com

3 linked prompts: 6.1% in the 28 days before, 9.4% in the 28 days after.

Possible association

Other factors can move these prompts too.

OutreachVerified 12 Aug

Win 3: Listed in “The 12 best CRMs for startups”

brightpathreview.com

3 linked prompts: 6.1% in the 28 days before, 9.4% in the 28 days after.

Possible association

Other factors can move these prompts too.

23 JUN → 20 SEP · 13 weekly refreshesILLUSTRATIVE · PRODUCT PREVIEW

What the report connects

Six measures that explain the number

Each measure helps the reader understand progress, diagnose a gap or choose the next action.

  • Visibility

    How often the brand appears across the tracked prompt set and reporting period.

  • Prompt coverage

    Which commercially meaningful buyer questions are represented in the measurement panel.

  • Share of voice

    How brand presence compares with named competitors across the same defined scope.

  • Verified wins

    Which approved actions or placements have been confirmed and recorded in the workflow.

  • Source evidence

    Which pages and source patterns sit behind the observed answers and opportunities.

  • Topic movement

    Where patterns changed across topic groups, engines or reporting periods.

Remeasurement

Build a report that can answer the next question

Use the same scope and evidence trail across reporting periods so each review leads to a clearer decision.

  1. Step 1: Define the scope

    Set the prompts, engines, locations, competitors and reporting period before interpreting movement.

  2. Step 2: Read the baseline

    Review repeated visibility, prompt coverage and source evidence instead of relying on one answer.

  3. Step 3: Record the work

    Connect completed content, listings, corrections or approved outreach to the relevant opportunity.

  4. Step 4: Compare and decide

    Remeasure the same scope, inspect what moved and choose what the team should do next.

Who it helps

Built for teams that need to explain the work

Reporting needs differ by organisation, but the standard stays the same: show what changed, show the work completed and be honest about what the evidence cannot prove.

  • In-house marketing, growth, brand, content and SEO teams
  • SaaS, ecommerce, consumer apps and other businesses
  • Agencies and consultants reporting across client projects
  • White-label reporting on the Agency plan

Questions, answered

What buyers ask about AI visibility reporting

How to read the report without overstating the result.

What should an AI visibility report include?

A useful report defines the prompt and engine scope, shows repeated visibility and competitive context, keeps the source evidence, records completed work and explains the next decision.

Does sourcesignal.ai offer white-label reporting?

Yes. White-label reporting is included on the Agency plan for teams presenting recurring client reports.

What is a verified win?

A verified win is a recorded action or placement that has been confirmed in the workflow. It appears alongside later visibility movement without being treated as proof of cause.

Can the report focus on one AI engine?

Yes. Engine-level views narrow the analysis while keeping the same measures: visibility, prompt coverage, share of voice, wins, sessions and topic movement.

Can one reporting period prove the strategy worked?

Not by itself. AI answers vary and several factors can drive movement, so the report shows repeated evidence, completed actions, the uncertainty and the next test.

Your next signal

Start with a baseline you can measure again

Get a free scorecard now, then compare plans for recurring reporting, source evidence and action tracking.

Get your free AI visibility scorecardView plans and pricing

Repeated measurement reveals movement. It does not prove a single cause.

Your reporting baseline

  • Prompt coverage
  • Verified wins
  • Topic movement