What Each AI Platform Looks For: Platform-by-Platform Guide

Most AI SEO advice treats all platforms the same. It shouldn't. When you run an Adymus scan, you get a separate score for each platform. The same website often scores 70+ on ChatGPT and below 40 on Grok. That gap exists because each platform weighs different signals.

This guide walks through what each of the 8 major AI platforms prioritizes, and how Adymus measures your site against those priorities. Every scoring weight below is the same formula Adymus uses when it calculates your platform-specific scores.

1. Why One Strategy Does Not Work

AI search platforms do not work the same way. Each one uses different crawlers, different data sources, and different scoring logic to decide which websites get cited.

Research confirms this. A study of 129,000 domains by SE Ranking found that branded domains are cited 11.1 points more than third-party sources on ChatGPT. Ahrefs analyzed 17 million AI citations and found that 76.4% came from content updated within 30 days. Princeton University researchers demonstrated that GEO techniques (structured data, citations, statistics) can boost AI visibility by up to 40% (KDD 2024).

That is why Adymus calculates a separate score for each platform. A single overall number hides the differences that actually matter.

2. How Adymus Scores Each Platform

When you scan a URL, Adymus runs the same 12 analyzers but applies different weights per platform. Here is a quick comparison of each platform's top signal and focus area.

Platform	Crawler	Top Signal	Focus
ChatGPT	GPTBot	Schema Markup (35%)	Authority
Perplexity	PerplexityBot	Content + Citations (35% each)	Depth
Google AI	Google-Extended	Trust Signals (30%)	E-E-A-T
Claude	ClaudeBot	Entity + Content (30% each)	Clarity
Gemini	Google-Extended	Schema Markup (30%)	Multimodal
Grok	X/Twitter integration	Freshness (35%)	Recency
DeepSeek	Deepseekbot	Content + Citations (30% each)	Reasoning
Copilot	Bingbot	Schema Markup (30%)	Enterprise

3. ChatGPT: Authority and Structure

Crawler: GPTBot / ChatGPT-User

ChatGPT favors authoritative, well-structured reference content. Branded domains are cited 11.1 points more than third-party sources (SE Ranking, 129K domains). Content updated within 30 days gets 3.2x more citations.

What Adymus checks for ChatGPT:

Schema Markup: 35%. Adymus validates your JSON-LD (Organization, FAQPage, Article) and flags missing or malformed schemas
Entity Clarity: 25%. checks whether your business name, services, and audience are clearly defined in the first 100 words
FAQ Content: 20%. detects Q&A pairs and FAQPage schema
Content Structure: 20%. evaluates heading hierarchy, readability, and content depth

What Adymus flags: Missing JSON-LD schemas, unclear business descriptions, no FAQ section, and content older than 30 days. Your ChatGPT score drops fast if schema markup is weak, since it carries 35% of the weight.

4. Perplexity: Depth and Relevance

Crawler: PerplexityBot

Perplexity uses retrieval-augmented generation (RAG) and prioritizes semantic relevance over keywords. FAQ schema has a notably higher citation rate on Perplexity than on other platforms. Publicly hosted PDFs are also prioritized.

What Adymus checks for Perplexity:

Content Structure: 35%. measures heading depth, word count, and readability score
Citation Worthiness: 35%. scans for statistics, data points, and source attributions that Perplexity can quote
FAQ Content: 15%. detects Q&A pairs and FAQPage schema
Entity Clarity: 15%. checks business identity signals

What Adymus flags: Thin content (under 1,500 words), pages with no citable facts or statistics, missing FAQ sections. Perplexity is the hardest platform to score well on because 70% of its weight goes to content quality.

5. Google AI Overviews: Trust and Freshness

Crawler: Google-Extended

Google AI Overviews appear in 85%+ of searches. E-E-A-T is the dominant signal. Only 15% of AI Overview sources overlap with traditional top-10 results, so pages that never ranked in Google can still appear here.

What Adymus checks for Google AI:

Trust Signals: 30%. scans for HTTPS, contact info, author bios, privacy policy, and cross-channel links
Content Freshness: 25%. checks modification dates, HTTP headers, and Article schema dateModified
Schema Markup: 25%. validates Organization and Article schema with author fields
Entity Clarity: 20%. checks business identity signals

What Adymus flags: Missing author credentials, no visible modification dates, stale content, and weak trust signals like missing contact pages. Google AI weighs trust heavier than any other platform.

6. Claude: Clarity and Nuance

Crawler: ClaudeBot

Claude uses Brave Search (not Google or Bing) for web retrieval. Its crawl-to-refer ratio is 38,065:1. It consumes massive amounts of content but is extremely selective about what it cites.

What Adymus checks for Claude:

Entity Clarity: 30%. checks whether your business identity is unambiguous and clearly stated
Content Structure: 30%. evaluates logical H2/H3 progression and readability
Citation Worthiness: 25%. scans for verifiable facts and source attributions
Logical Flow: 15%. measures how naturally information progresses from section to section

What Adymus flags: Disorganized heading structure, vague business descriptions, and content without verifiable claims. Claude also requires ClaudeBot access in your robots.txt. Adymus checks all 13 AI crawlers and warns you if any are blocked.

7. Gemini: Multimodal and Integration

Crawler: Google-Extended

Gemini shares the Google-Extended crawler with AI Overviews but processes content differently, with stronger emphasis on visual elements. Descriptive alt text gives Gemini context that text-only platforms miss.

What Adymus checks for Gemini:

Schema Markup: 30%. validates JSON-LD schemas and checks for completeness
Trust Signals: 25%. same E-E-A-T checks as Google AI, including author credentials
Content Structure: 25%. evaluates heading hierarchy and content organization
FAQ Content: 20%. detects Q&A pairs and schema

What Adymus flags: Images without alt text, non-optimized image formats, and missing FAQ sections. Adymus also runs its Image Optimization analyzer, which checks for descriptive alt text, responsive images, and modern formats (WebP, AVIF).

8. Grok: Recency and Trends

Crawler: No dedicated crawler (X/Twitter integration)

Grok is built by xAI and deeply integrated with X (formerly Twitter). It has the highest freshness threshold of any platform. Grok pulls from real-time conversations, so content tied to current events gets a significant boost.

What Adymus checks for Grok:

Content Freshness: 35%. checks modification dates and HTTP headers. Adymus requires a freshness score of 90+ before Grok considers your content well-optimized
External Validation: 25%. scans for social proof, testimonials, and third-party mentions
FAQ Content: 20%. detects Q&A pairs and schema
Citation Worthiness: 20%. checks for citable facts and data points

What Adymus flags: Stale content is the top issue. Grok is the platform most likely to penalize outdated pages. If your freshness score is below 90, Adymus marks Grok as under-optimized and recommends updating your content with current dates and references.

9. DeepSeek: Reasoning and Depth

Crawler: Deepseekbot

DeepSeek favors technical, data-rich content with logical structure. It processes content like a researcher: looking for organized arguments, specific evidence, and clear definitions.

What Adymus checks for DeepSeek:

Content Structure: 30%. measures heading depth, logical progression, and technical detail
Citation Worthiness: 30%. scans for data tables, statistics, and verifiable claims
Entity Clarity: 20%. checks that key terms and entities are clearly defined in context
Schema Markup: 20%. validates structured data for entity extraction

What Adymus flags: Shallow content without evidence, missing data points, and weak entity definitions. DeepSeek and Perplexity share a similar profile. If you score well on Perplexity, you will likely score well on DeepSeek too.

10. Copilot: Search and Enterprise

Crawler: Bingbot

Microsoft Copilot is powered by Bing Search and OpenAI models. If your site is not indexed by Bing, Copilot will never cite you. LinkedIn and GitHub mentions provide an additional boost within the Microsoft ecosystem.

What Adymus checks for Copilot:

Schema Markup: 30%. Bing relies heavily on structured data. Adymus validates your JSON-LD completeness
Trust Signals: 25%. checks HTTPS, contact info, and author credentials
Content Freshness: 25%. checks modification dates and recommends using IndexNow for faster Bing discovery
FAQ Content: 20%. detects Q&A pairs and schema

What Adymus flags: Blocked Bingbot in robots.txt is the most common Copilot issue. Adymus checks whether Bingbot can access your site and flags it immediately if blocked. Without Bing access, your Copilot score stays at zero.

11. What All 8 Platforms Have in Common

Despite the differences, five signals appear in every platform's scoring formula. Adymus weights these into your overall score because they are the baseline. Get these right and every platform score improves at once.

Entity Clarity (19% overall weight). Adymus checks whether your page clearly states who you are, what you do, and where you operate. Pages with clear entity definitions are 2.3x more likely to be cited by AI.
Schema Markup (17% overall weight). Adymus validates your JSON-LD against schema.org standards and checks for Organization, FAQPage, Article, and Product types. Schema is the top scoring factor for 5 of 8 platforms. 40% higher AI citation rates with structured data.
Content Freshness (8% overall weight). Adymus reads your HTTP headers and meta tags to determine when your page was last updated. 76.4% of most-cited pages were updated within 30 days.
AI Crawler Access (5% overall weight). Adymus checks your robots.txt against 13 AI crawlers and flags any that are blocked. 23% of websites inadvertently block AI crawlers. If blocked, that platform will never cite you.
Citation-Worthy Content (10% overall weight). Adymus scans for original statistics, data points, research citations, and specific facts. Content with original statistics is 4x more likely to be cited.

What Adymus flags: Your scan results include an overall score that combines all 12 analyzers, plus a separate score for each platform. The cross-platform issues above are often the fastest wins because fixing one problem improves scores everywhere.

Frequently Asked Questions

Do I need to optimize separately for each AI platform?

Yes. Only 11% of domains are cited by both ChatGPT and Perplexity (Profound.com). Each platform weighs signals differently. ChatGPT favors schema markup (35% of its scoring), while Perplexity prioritizes content depth and citations (35% each). A page that scores well on one platform may score poorly on another.

Which AI platform should I optimize for first?

Start with ChatGPT and Google AI Overviews. ChatGPT has 900M+ weekly active users. Google AI Overviews appear in 85%+ of searches. Together they represent the largest share of AI-driven discovery. After those two, focus on Perplexity (780M+ monthly queries) for its growing influence on research-driven searches.

What is the single most important factor across all platforms?

Entity clarity. Every platform needs to understand who you are and what you do before it can cite you. Adymus weights it at 19% of the overall score. Pages with clear entity definitions are 2.3x more likely to be cited by AI (Searchmetrics AI Study 2024).

How often should I update content for AI visibility?

At minimum, every 30 days. Content updated within 30 days gets 3.2x more AI citations (Ahrefs, 17M citation study). Grok requires even more frequent updates because it prioritizes real-time information from X/Twitter. Google AI Overviews also heavily favor fresh content as part of their E-E-A-T evaluation.

Do I need to allow AI bots in my robots.txt?

Yes. 23% of websites inadvertently block AI crawlers like GPTBot and ClaudeBot (Ahrefs AI Crawler Study). If a bot cannot access your site, that platform will never cite you. Adymus checks access for 13 AI crawlers and flags any that are blocked.

Can Adymus show me how I score on each platform?

Yes. Adymus calculates a separate visibility score for each of the 8 platforms using platform-specific weighted formulas. You see exactly where you are strong and where you need to improve, per platform.

Conclusion

Each AI platform has different priorities. ChatGPT rewards structured data. Perplexity rewards depth. Grok rewards freshness. Knowing the difference is what separates a site that gets cited from one that gets ignored.

The scoring weights above come directly from the analysis Adymus runs on every website it audits. When you run a scan, you see exactly which signals are strong and which are dragging your scores down, broken out by platform.

Start with the five cross-platform signals (entity clarity, schema, freshness, crawler access, citation-worthy content) for the fastest improvement across the board. Then use your per-platform scores to prioritize the platforms your audience uses most.