02 / THE REPORT
What to do next.
4 selected items. Check the evidence status, then choose an owner, work through the steps and use the evidence to check each decision. Effort is indicative; ranking gains are not promised.
Illustrative tasks for a fictional brand. No real website or publisher was assessed.
Your website. 1 task selected from this benchmark.
Useful content. 1 task selected from this benchmark.
Independent proof. 2 tasks selected from this benchmark.
YOUR PLAN AT A GLANCE · SUGGESTED ORDER
01Check your profile and review opportunity on reviews.exampleIndependent proof · Associated in studies · Content / communications · 30–60 min qualification; outreach varies
02Check whether Fieldnote belongs on agency-guide.exampleIndependent proof · Associated in studies · Content / communications · 30–60 min qualification; outreach varies
03Clarify who can approve changes and see project historyYour website · No evidence yet · Product marketing + content · Half-day brief; publishing varies
04Publish a practical guide to client reportingUseful content · No evidence yet · Content lead + subject-matter expert · Half-day brief; research and publishing vary
01 / Content / communications · 30–60 min qualification; outreach varies
Check your profile and review opportunity on reviews.example
WHAT YOU’RE WORKING TOWARDS
A verified reviews.example profile assessment and, if relevant, a neutral customer-review request process.
THE FINDING
Claude recommended Daybridge in 24 of 30 answers about “enterprise controls” and Fieldnote in 1 of the same answers (gap 77 points; plausible range 56–87). The gap holds in both ways we asked and in 3 of 3 repeats. Gemini recommended Daybridge in 24 of 30 answers about “enterprise controls” and Fieldnote in 3 of the same answers (gap 70 points; plausible range 49–81). The gap holds in both ways we asked and in 3 of 3 repeats. The same kind of gap also passed our checks on 2 more engines.
In the answers behind this gap, reviews.example was among the engines’ sources or search results: Claude 15 of 23, Gemini 14 of 21, OpenAI 13 of 20, Perplexity 12 of 19. The engines searched the web in every one of these answers; your site was not among their sources in any of them.
Associated in studies. Published studies find that brands on pages AI engines read are mentioned more often, but no controlled test shows that getting onto a page changes answers. Here, the engines’ own sources show they read these pages where a competitor was recommended instead.
Selected evidence E02E03
1Open the reviews.example pages linked below. Confirm they are current, cover “enterprise controls” and are not owned by a competitor.
2Check how the page describes Daybridge and whether Fieldnote is missing or described inaccurately. Absence from the AI answer does not establish absence from the page.
3Check the platform’s current eligibility and review policies. If it is relevant, correct factual profile errors and invite genuine customers to describe their experience. Do not screen for positive sentiment, script reviews or offer rewards for a favourable rating.
4Record the current profile and review evidence before making changes. Do not assume the brand has no reviews from its absence in an AI answer; track customer feedback and AI visibility separately.
DONE WHEN
reviews.example is qualified or dismissed with a reason, and any request you sent is factual and appropriate to the publisher.
CHECK THE RESULT
Recheck how often Fieldnote is recommended for the same questions, no sooner than three weeks after the change is live. Claude 1 of 30 today; a repeat normally shows 0–6, so 7 or more would be a real change. Gemini 3 of 30 today; a repeat normally shows 0–9, so 10 or more would be a real change. OpenAI 4 of 30 today; a repeat normally shows 0–10, so 11 or more would be a real change. Perplexity 5 of 30 today; a repeat normally shows 1–12, so 13 or more would be a real change. No untouched buyer need is available as a control, so treat any change as inconclusive unless it is large. Smaller real gains may not show in this many answers.
Daybridge is recommended for its role-based permissions, approval controls and audit history for larger teams.
OpenAI E04
Published research. In a 215-prompt study of one OpenAI and one Anthropic model, in about 96% of the cases where neither model recommended a brand, its name did not appear in the AI’s searches or in the snippets and titles of the results it saw. https://arxiv.org/html/2606.26116
Published research. In a vendor study of about 200,000 AI answers, brands that appeared in frequently cited “best of” lists were mentioned more often than comparable brands without such placements, by about 13 to 17 percentage points in two software markets; the authors stress this is an association, not proof of cause. https://peec.ai/blog/the-listicle-rank-effect-what-nearly-200-000-ai-responses-across-8-ai-engines-reveal-about-brand-visibility
A page in an engine’s sources shows where it looked, not why it chose a brand.
02 / Content / communications · 30–60 min qualification; outreach varies
Check whether Fieldnote belongs on agency-guide.example
WHAT YOU’RE WORKING TOWARDS
A decision on agency-guide.example for “reporting”: a factual inclusion request or correction if the page fits, or a recorded reason to skip it.
THE FINDING
Claude recommended Daybridge in 24 of 30 answers about “reporting” and Fieldnote in 4 of the same answers (gap 67 points; plausible range 45–79). The gap holds in both ways we asked and in 3 of 3 repeats. Gemini recommended Daybridge in 24 of 30 answers about “reporting” and Fieldnote in 6 of the same answers (gap 60 points; plausible range 39–73). The gap holds in both ways we asked and in 3 of 3 repeats. The same kind of gap also passed our checks on 2 more engines.
In the answers behind this gap, agency-guide.example was among the engines’ sources or search results: Claude 7 of 20, Gemini 6 of 18, Perplexity 7 of 16, OpenAI 5 of 15.
Associated in studies. Published studies find that brands on pages AI engines read are mentioned more often, but no controlled test shows that getting onto a page changes answers. Here, the engines’ own sources show they read these pages where a competitor was recommended instead.
Selected evidence E05E06
1Open the agency-guide.example pages linked below. Confirm they are current, cover “reporting” and are not owned by a competitor.
2Check how the page describes Daybridge and whether Fieldnote is missing or described inaccurately. Absence from the AI answer does not establish absence from the page.
3If the publisher accepts updates or suggestions, send a short factual note with verifiable product details. Never pay for placement or offer incentives for a favourable mention.
4If the page does not fit, record why and move on.
DONE WHEN
agency-guide.example is qualified or dismissed with a reason, and any request you sent is factual and appropriate to the publisher.
CHECK THE RESULT
Recheck how often Fieldnote is recommended for the same questions, no sooner than three weeks after the change is live. Claude 4 of 30 today; a repeat normally shows 0–10, so 11 or more would be a real change. Gemini 6 of 30 today; a repeat normally shows 1–13, so 14 or more would be a real change. Perplexity 9 of 30 today; a repeat normally shows 3–16, so 17 or more would be a real change. OpenAI 9 of 30 today; a repeat normally shows 3–16, so 17 or more would be a real change. No untouched buyer need is available as a control, so treat any change as inconclusive unless it is large. Smaller real gains may not show in this many answers.
Daybridge is recommended for teams that need scheduled client reports and project-level budget visibility.
OpenAI E07
Published research. In a 215-prompt study of one OpenAI and one Anthropic model, in about 96% of the cases where neither model recommended a brand, its name did not appear in the AI’s searches or in the snippets and titles of the results it saw. https://arxiv.org/html/2606.26116
Published research. In a vendor study of about 200,000 AI answers, brands that appeared in frequently cited “best of” lists were mentioned more often than comparable brands without such placements, by about 13 to 17 percentage points in two software markets; the authors stress this is an association, not proof of cause. https://peec.ai/blog/the-listicle-rank-effect-what-nearly-200-000-ai-responses-across-8-ai-engines-reveal-about-brand-visibility
A page in an engine’s sources shows where it looked, not why it chose a brand.
03 / Product marketing + content · Half-day brief; publishing varies
Clarify who can approve changes and see project history
WHAT YOU’RE WORKING TOWARDS
A verified permissions table on the existing features page, covering roles, approvals and access to project history.
THE FINDING
Claude recommended Daybridge in 24 of 30 answers about “enterprise controls” and Fieldnote in 1 of the same answers (gap 77 points; plausible range 56–87). The gap holds in both ways we asked and in 3 of 3 repeats. Gemini recommended Daybridge in 24 of 30 answers about “enterprise controls” and Fieldnote in 3 of the same answers (gap 70 points; plausible range 49–81). The gap holds in both ways we asked and in 3 of 3 repeats. The same kind of gap also passed our checks on 2 more engines.
These engines searched but did not find your site in any of these answers, so page wording could not have reached them. Treat this as secondary to being found.
No evidence yet. The gap itself is consistent across phrasings and repeats. No published study shows that changes like this alter AI answers, so run it as an experiment and let the recheck decide.
Selected evidence E02E03
ALREADY COVERED
The illustrative features page already names enterprise controls and permissions.
THE REMAINING QUESTION
The excerpt does not explain which roles can approve changes or view project history. Check the full page before adding that detail.
WHY IT HELPS THE BUYER
A buyer can check whether the documented approval workflow fits their team before booking a demo.
1Ask the product owner to confirm which roles can approve changes and view project history.
2Check the full features page for an existing explanation before adding content.
3If the detail is missing, add a small permissions table with plan availability and a real product example. If it is already clear, leave the page unchanged.
DONE WHEN
A buyer can identify the available permissions and their plan requirements on the features page, with the product owner’s sign-off.
CHECK THE RESULT
Recheck how often Fieldnote is recommended for the same questions, no sooner than three weeks after the change is live. Claude 1 of 30 today; a repeat normally shows 0–6, so 7 or more would be a real change. Gemini 3 of 30 today; a repeat normally shows 0–9, so 10 or more would be a real change. OpenAI 4 of 30 today; a repeat normally shows 0–10, so 11 or more would be a real change. Perplexity 5 of 30 today; a repeat normally shows 1–12, so 13 or more would be a real change. No untouched buyer need is available as a control, so treat any change as inconclusive unless it is large. Smaller real gains may not show in this many answers.
Daybridge is recommended for its role-based permissions, approval controls and audit history for larger teams.
OpenAI E04
Interpretation. This fictional excerpt names permissions but does not describe roles. The task checks the full page and product facts before changing anything.
Published research. In a 215-prompt study of one OpenAI and one Anthropic model, in about 96% of the cases where neither model recommended a brand, its name did not appear in the AI’s searches or in the snippets and titles of the results it saw. https://arxiv.org/html/2606.26116
Published research. A 2026 review of 45 studies found no technique with a stable, cross-platform causal effect on whether AI engines find a page. https://arxiv.org/html/2607.14035v1
Treat this as an experiment: no controlled study shows that page edits reliably change AI recommendations.
04 / Content lead + subject-matter expert · Half-day brief; research and publishing vary
Publish a practical guide to client reporting
WHAT YOU’RE WORKING TOWARDS
A guide with a reusable client-report outline, an annotated example and guidance on choosing metrics. Update an existing resource if it already covers the question.
THE FINDING
Claude recommended Daybridge in 24 of 30 answers about “reporting” and Fieldnote in 4 of the same answers (gap 67 points; plausible range 45–79). The gap holds in both ways we asked and in 3 of 3 repeats. Gemini recommended Daybridge in 24 of 30 answers about “reporting” and Fieldnote in 6 of the same answers (gap 60 points; plausible range 39–73). The gap holds in both ways we asked and in 3 of 3 repeats. The same kind of gap also passed our checks on 2 more engines.
Your own pages are the part you control directly.
No evidence yet. The gap itself is consistent across phrasings and repeats. No published study shows that changes like this alter AI answers, so run it as an experiment and let the recheck decide.
Selected evidence E05E06
ALREADY COVERED
The fictional features page lists reporting for teams but does not teach a client-reporting workflow in the inspected excerpt.
THE REMAINING QUESTION
Which metrics belong in a useful client report, and how should a team explain budget variance and next decisions? Check the resource library before commissioning a guide.
WHY IT HELPS THE BUYER
An agency marketer can prepare a client report from a reusable outline and understand where the existing product fits.
1Check existing articles, help pages and templates for client-reporting guidance before commissioning a new piece.
2Ask a client-services lead which project metrics clients actually need and how reporting cadence varies. Use a real, permission-cleared example.
3Build the guide around selecting metrics, explaining budget variance and recording next decisions. Include a usable report outline and the limits of the example.
4Show how the existing product supports the workflow only where verified. Link the finished resource from the relevant product and help pages.
DONE WHEN
A reader can prepare a useful client report from the guide and example. The article states its assumptions and links to verified product instructions.
CHECK THE RESULT
Recheck how often Fieldnote is recommended for the same questions, no sooner than three weeks after the change is live. Claude 4 of 30 today; a repeat normally shows 0–10, so 11 or more would be a real change. Gemini 6 of 30 today; a repeat normally shows 1–13, so 14 or more would be a real change. Perplexity 9 of 30 today; a repeat normally shows 3–16, so 17 or more would be a real change. OpenAI 9 of 30 today; a repeat normally shows 3–16, so 17 or more would be a real change. No untouched buyer need is available as a control, so treat any change as inconclusive unless it is large. Smaller real gains may not show in this many answers.
Daybridge is recommended for teams that need scheduled client reports and project-level budget visibility.
OpenAI E07
Interpretation. The fictional excerpt establishes the reporting topic, not the absence of an existing guide.
Published research. In controlled tests where the page was already available to the model, pages that matched the question and stated prices, specifications and a current date were cited first more often; formatting changes alone had no effect. https://arxiv.org/html/2605.25517v1
Published research. A 2026 review of 45 studies found no technique with a stable, cross-platform causal effect on whether AI engines find a page. https://arxiv.org/html/2607.14035v1
Treat this as an experiment: no controlled study shows that new content reliably changes AI recommendations.
HOW TO USE THIS PLAN
Ordered by strength of evidence: scope checks, provider-documented fixes, observed routes, fact checks, then untested ideas. Each task carries its evidence label; none forecasts a ranking gain.
Illustrative website check for this fictional sample. No real website was inspected.
Tasks are generated from the saved analysis and available website checks; they are not a human consultant’s audit.
HOW THE ENGINES FOUND YOUR BRAND
In this report, finding your site and naming your brand go together. This does not prove that one causes the other.
OpenAI: named Fieldnote in 35 of 35 answers whose sources included your site; 35 of 121 when it searched without finding it.
Gemini: named Fieldnote in 30 of 30 answers whose sources included your site; 31 of 126 when it searched without finding it.
Claude: named Fieldnote in 25 of 25 answers whose sources included your site; 25 of 131 when it searched without finding it.
Perplexity: named Fieldnote in 38 of 38 answers whose sources included your site; 34 of 118 when it searched without finding it.
The view by buyer need.
Answers naming your brand versus the most-named option in each group.
Buyer needFieldnoteMost named option
team collaboration83 / 120Daybridge96 / 120 answers
project planning65 / 120Daybridge96 / 120 answers
resource management44 / 120Daybridge96 / 120 answers
reporting36 / 120Daybridge96 / 120 answers
enterprise controls17 / 120Daybridge96 / 120 answers
MAKE THE NEXT CHECK COMPARABLEKeep your questions and market consistent. Make a change you can document, then repeat the measurement. A movement in mentions alone does not establish what caused it.
