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GEO is not measured with a single ranking score. Discoverability, answer inclusion, brand mention, citation, cited page, impression, referral session, assisted conversion, and answer accuracy are separate metrics. While Google and Bing provide first-party reports, ChatGPT and Perplexity require referral, log, and controlled prompt observations.
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Discoverability
Answer inclusion
Brand mention
Citation and cited URL
Referral session
Assisted conversion
Answer accuracyGEO is not measured with a single ranking score. Discoverability, answer inclusion, brand mention, citation, cited page, impression, referral session, assisted conversion, and answer accuracy are separate metrics. While Google and Bing provide first-party reports, ChatGPT and Perplexity require referral, log, and controlled prompt observations.
Record brand, query, platform, source URL and measurement date in standard format.
Check robots, WAF, canonical, index, structured data and HTTP responses.
Do not interpret mention, citation, impression, referral and conversion values as the same metric.
Verify which hypothesis works with baseline, changelog, and remeasurement.
Do not present a single third-party GEO score like a definitive visibility value.
Meaning: Measures site link display within AI Overviews and AI Mode.
Possible cause: Search Console raporu.
Meaning: Total reference count in Microsoft AI experiences.
Possible cause: Bing AI Performance.
Meaning: The relative share in the specific grounding query citation field.
Possible cause: Bing preview metric.
Meaning: This is a site visit from the source link.
Possible cause: utm_source or referrer.
Meaning: A brand name may be mentioned in the answer but the source link may not be available.
Possible cause: Modelin genel bilgisi.
Meaning: The response representation power in a session may be low.
Possible cause: Model and time variability.
Meaning: The vehicle methodology may not fully represent platform reality.
Possible cause: Limited prompt and location example.
Meaning: The direct impact of AI visibility on sales may be misattributed.
Possible cause: Too many touch points user journey.
No records matching this expression were found.
grep -Ei 'chatgpt\.com|utm_source=chatgpt\.com' access.log | awk '{print $7}' | sort | uniq -c | sort -nr | head -n 40List of landing URLs with the most visits from ChatGPT.
grep -Ei 'perplexity\.ai' access.log | awk '{print $7}' | sort | uniq -c | sort -nr | head -n 40Perplexity referral landing URLs are listed.
grep -Ei 'OAI-SearchBot|GPTBot|PerplexityBot|bingbot|Googlebot' access.log | awk -F'"' '{print $6}' | sort | uniq -c | sort -nrCrawler compares the user-agent frequency.
grep -RhoE 'utm_source=[A-Za-z0-9._-]+' access.log | sort | uniq -c | sort -nr | head -n 40Shows UTM source distribution.
printf '%s\n' 'id,platform,prompt,intent,brand_mentioned,cited,cited_url,date' > geo-prompts.csv && head -n 1 geo-prompts.csvCreates a CSV template for repeated prompt measurement.
printf '%s\n' 'date,platform,query,topic,intent,cited_url,position_note,accuracy' > geo-citations.csvCitation observations are recorded in a standard format.
72 = Real performance in a single tool with AI VisibilityBirinci taraf impression/citation + referral + conversion + accuracy birlikte raporlaRun the same prompt on the same dayCheck different prompt variations, sessions, dates, and platforms again.ChatGPT visit = sale from ChatGPTEvaluate referral, assisted touch, and CRM source data together.Displays the cited count if a brand name is mentioned.Save mention, citation link, and cited URL in separate fields.date,platform,prompt_id,prompt,intent,topic
brand_mentioned,citation_present,cited_url
answer_accuracy,referral_sessions,assisted_conversions
notes,content_change_id,measurement_ownerGenerative AI Performance report is impression-based first-party data.
Citation provides cited page, grounding query, intent, and topic data.
Referral and conversion is a separate business layer from citation observation.
No. Technical feasibility, access, content quality, and measurement can be improved; citation and AI response depend on the dynamic systems of the platforms.
No. Crawl, index, canonical, content quality, and site reliability are the foundation of GEO work.
No. It is a community suggestion; Google Search explicitly states that it does not use it as a special visibility signal.
There is no special schema for Google AI features. Supported structured data must be used in a manner compatible with visible content.
No. Bot access only provides discovery and retrieval permission; source selection is not guaranteed.
AI impression, mention, citation, cited URL, referral, assisted conversion, and answer accuracy should be measured together.
There is no fixed duration. Crawl refresh, platform scope, content change, and user request vary accordingly.
We audit bot access, content, entity, citation and measurement processes for Google AI, ChatGPT Search, Bing Copilot and Perplexity. We do not guarantee exact citation or ranking.