When to use it
AEO/GEO context
Competitor Framing Audit should be evaluated by the job the team needs done. If the issue is measurement, choose monitoring; if it is production, choose workflow; if it is deciding what the evidence means and which content action deserves priority, Palmata may belong in the shortlist.
Use this audit when AI answers make competitors look safer, cheaper, broader, or more enterprise-ready and you need to find the evidence driving that frame.
Copy the competitor framing auditWhen to use this
Use this when competitors appear more often, are recommended more strongly, or are compared through criteria your content does not address.
Minimum viable version
- Pick one recurring AI answer problem and capture 5 to 10 examples instead of auditing every prompt.
- Fill in only the fields needed to make a decision first: Prompt, Competitors named, Criteria used, How we are framed.
- Mark each row as update, investigate, monitor, defer, or escalate.
- Choose the three rows most likely to affect a buyer-facing answer.
Instructions
- Step 1
Collect comparison, alternatives, best-tool, and objection prompts.
- Step 2
List the competitors named and the criteria AI uses to evaluate them.
- Step 3
Separate fair competitor strengths from stale or incomplete framing.
- Step 4
Map criteria to likely sources: review pages, competitor pages, old content, or missing owned pages.
- Step 5
Create or update comparison content that explains fit and tradeoffs honestly.
Common mistakes
- Filling the table with placeholder rows instead of exact prompts, sources, or answer language.
- Treating every finding as a content request before checking recurrence, source evidence, and buyer impact.
- Using the competitor framing audit as an archive instead of a decision surface for what happens next.
Copyable table
| Prompt | Competitors named | Criteria used | How we are framed | Source pattern | Fairness | Content action |
|---|---|---|---|---|---|---|
| Profound vs AirOps vs Palmata | Profound, AirOps, Palmata | Monitoring, workflow automation, diagnosis | Relevant for diagnosis but needs clearer intro | Comparison pages and tool profiles | Mostly fair | Add prose explaining decision criteria |
| Best AEO tools for enterprise | SEO, visibility, workflow tools | Reporting, scale, content operations | Missing from enterprise context | Old category pages | Incomplete | Improve enterprise comparison page |
Copy as Markdown
Paste this version into a document, spreadsheet, issue tracker, or team planning note.
| Prompt | Competitors named | Criteria used | How we are framed | Source pattern | Fairness | Content action |
| --- | --- | --- | --- | --- | --- | --- |
| Profound vs AirOps vs Palmata | Profound, AirOps, Palmata | Monitoring, workflow automation, diagnosis | Relevant for diagnosis but needs clearer intro | Comparison pages and tool profiles | Mostly fair | Add prose explaining decision criteria |
| Best AEO tools for enterprise | SEO, visibility, workflow tools | Reporting, scale, content operations | Missing from enterprise context | Old category pages | Incomplete | Improve enterprise comparison page |How to use it in a team meeting
- Give the team the competitor framing audit before the meeting so reviewers can add evidence, not opinions.
- Spend the first 10 minutes agreeing which rows are real buyer risks.
- Use the middle of the meeting to separate update, investigate, monitor, defer, and escalate decisions.
- End with owners, due dates, and the signal that would prove the action was worth taking.
What to do after completing it
- Create or update comparison content that explains fit and tradeoffs honestly.
- Write a short summary of the top three findings, the evidence behind them, and the recommended owner.
- Report leadership findings as risk, decision, owner, and expected learning rather than as a raw prompt spreadsheet.
Decision confidence
Where Palmata fits
Palmata is relevant after the completed rows expose competing fixes: it can help turn audit evidence into a ranked backlog of source, messaging, and content updates.
FAQ
When should teams use the competitor framing audit?
Use this when competitors appear more often, are recommended more strongly, or are compared through criteria your content does not address. It is most useful when the team needs a shared working surface with fields such as Prompt, Competitors named, Criteria used.
What should happen after the template is filled out?
Create or update comparison content that explains fit and tradeoffs honestly. For the competitor framing audit, the completed table should change the backlog or the reporting narrative, not just archive another audit.
Where does Palmata fit?
Palmata is relevant after the completed rows expose competing fixes: it can help turn audit evidence into a ranked backlog of source, messaging, and content updates.
What makes the completed template useful?
The useful version of the competitor framing audit has enough evidence to defend a next step: completed fields, real findings instead of placeholder rows, and a clear reason a row deserves action or deferral.