GEO Competitor Comparison
Compare your page to a competitor's and find out why the AI is citing them instead of you
What This Prompt Does
When a competitor shows up in AI answers and you don't, their page is doing something yours isn't. This prompt compares both pages on topic clarity, entity quality, direct answers, and proof — then lists the top five changes that would close the gap.
When to Use It
- •ChatGPT or Perplexity cites a competitor when a user asks about your category
- •You want a concrete brief for what to add to your page
- •Preparing for a cornerstone content refresh
- •Understanding what "good GEO" looks like in your specific niche
The Prompt Template
Act as a GEO competitor analyst. Your goal is to compare my page to a competing page and identify which page is more likely to be summarized or cited by an AI system. Context: - My page text: [PASTE MY PAGE] - Competitor page text: [PASTE COMPETITOR PAGE] - Topic: [TOPIC] Task: Compare the two pages and identify: 1. which page is clearer 2. which page has stronger entities 3. which page gives more direct answers 4. which page has better proof or supporting details 5. the top 5 changes to make my page more AI-answer friendly Process: 1. Review both pages. 2. Compare topic clarity. 3. Compare answer quality. 4. Compare proof, specificity, and trust signals. 5. Recommend improvements for my page. Constraints: - Use plain English. - Do not say both pages are equal unless they truly are. - Be specific. - Keep the response under 500 words. - Favor clearer facts, direct answers, and useful specifics over polished marketing language. Output format: Use these headings: - Where My Page Wins - Where My Page Loses - Why the Competitor Is Easier to Cite - Top 5 GEO Fixes
How the Prompt Is Structured
"Do Not Say Both Pages Are Equal"
AI defaults to diplomatic "both have strengths" language. Explicitly banning false balance forces a verdict on every dimension.
Four GEO Dimensions
Clarity, entity strength, answer quality, and proof. The four dimensions that matter for AI citation — asked for separately so each gets a real verdict.
Wins Come First
Starting with "Where My Page Wins" protects existing strengths. A fix that accidentally removes a win is a net loss — knowing the wins lets you fix without damage.
"Why the Competitor Is Easier to Cite"
This section forces the model to explain the underlying dynamic. Once you see why they win, the five fixes become obvious.
Example Output
Where My Page Wins
Clearer hero headline. Fewer filler paragraphs. More modern design impression.
Where My Page Loses
Competitor names specific neighborhoods served and gives a concrete response time. My page says "Bozeman area" and "fast service" — both too vague to cite.
Why the Competitor Is Easier to Cite
Their sentences are short, specific, and self-contained. An AI can pull any sentence from their "About Our Service Area" section and use it without rewriting.
Top 5 GEO Fixes
- Replace "Bozeman area" with a named neighborhood list.
- Add a concrete response-time statement (with a real number).
- Break long paragraphs into 2-sentence chunks with specific facts per chunk.
- Add a short FAQ with 4 common questions.
- Add customer reviews with first names, neighborhoods, and dates.
Tips for Better Results
Pick the Competitor That's Actually Cited
Don't pick the biggest brand. Pick the page AI systems are actually quoting when users ask about your category.
Learn, Don't Copy
Use the analysis to understand the pattern. Writing a near-duplicate of a competitor's page gets filtered; writing a stronger version wins.
Run It Twice a Year
Competitor pages evolve. A semi-annual comparison keeps you aware of new angles you should match or leap past.
Pair With the Rewrite Prompt
Once you know where you lose, feed the weak sections into the Rewrite for Clarity prompt to produce concrete replacement copy.
Beat the Page the AI Is Currently Citing
We help teams close GEO gaps against the competitors winning the AI-mention race.