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V652 · AI VISIBILITY BASELINE

297 controlled AI-search tests

99 prompts × 3 platforms. This is a measurement framework, not a fabricated visibility report. Every result starts as UNTESTED until directly observed on the named platform.

Prompts99
Platforms3
Test slots297
CountryIndia

Platforms

ChatGPT Search

Run the exact prompt and record the answer, brand mentions and cited URLs.

Google AI Mode

Record AI answer content and supporting links separately from ordinary Google results.

Gemini

Record the generated response, cited sources and competitor mentions.

What to record

Do not confuse web search with AI visibility

A normal Google result, a website search result, or a web snippet is not evidence that an AI platform cited or mentioned Islamia. Only record an AI result after directly observing the named AI experience or using a dedicated AI-visibility dataset.

Recommended weekly cycle

  1. Run the same controlled prompt set.
  2. Keep prompt wording stable for trend measurement.
  3. Record changed answers rather than expecting identical wording.
  4. Compare mentions, citations, position, sentiment and competitors.
  5. Prioritize high-value gaps.
  6. Improve an existing page with real supporting evidence.
  7. Re-test after the change.
AI-search ready knowledge layer

Evidence-first information

Use dedicated pages for products, brands, services, local information and technical guidance. Manufacturer-specific claims remain source-gated; customer reviews are treated as experience evidence rather than technical proof.