Comprehensive report
marvel-world.com
Market: Global (en)
Each model is asked to answer as a buyer in Global, so your visibility reflects your actual market, not a global/US bias.
Marvel‑World.com operates an online French‑language encyclopedia that aggregates detailed information about the Marvel universe, including character biographies, team rosters, timelines, equipment, locations, alternate realities, and related media such as films, TV series, comics and video games. The site also offers community features like forums, member profiles and private messaging, allowing enthusiasts to discuss and share content. Its primary audience consists of French‑speaking Marvel fans and hobbyists who seek a comprehensive reference source for canon and extended‑universe material. The service competes in the digital fan‑site and entertainment‑reference market, fulfilling the need for organized, searchable knowledge about a large fictional franchise.
The area you and these competitors operate in: marvel.com, marvel.fandom.com, marvel.fr, fandom.com, comicvine.com.
?
0-100. How well AI models know and mention you - your presence in neutral buyer answers plus overall brand recognition.8.0/100
AI Visibility ?
For reference: a strong company in your space scores around 55+, and most land near 38. Few sites are visible everywhere - the checklist below shows your quickest wins.
Whether AI knows and mentions you.
?
Share of best-practice (AEO) signals in place for AI visibility. Only scored when we can read your site.46.7%
AI Readiness
Whether your site is technically optimised for AI.
Rises as you add the checklist signals - the groundwork that lets AI recognize you.
?
Share of neutral buyer questions where a model brings you up unprompted.20.0%
Unprompted mentions in AI answers
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Your position among all brands AI named.#5 / 18
Rank
Improves as you gain mentions the higher-ranked brands already have.
AI Readiness is how well your own website is built for AI to read and cite - something you control. AI Visibility is whether AI actually knows and recommends you - shaped mostly by the rest of the web. You can be fully ready and still under-recommended; that gap is where the opportunity is.
You rank #5 of 18 on AI mentions (neutral questions)
Why you're underperforming
AI barely recognises the brand yet (recognition 0%), so it rarely brings you up on its own. AI visibility is 8/100.
Your site is already in good shape - the main lever here is off-site: being known and cited across the web. The on-page items below help only at the margin.
What moves the needle: Organization entity (sameAs), Structured data (JSON-LD), Published/updated dates
Build your off-site presence
- High impact Get listed in the authoritative directories and industry bodies for your category and market
- High impact Earn mentions on the third-party sources AI leans on - trade press, respected editorial, category guides
- Medium impact Join and get profiled by the recognised association or network in your field
- Medium impact Keep your name, category and key facts consistent across the web so AI resolves you as one clear entity
Third-party sources you're outranked by (get present here first): reddit.com, en.wikipedia.org, amazon.com
Ahead of you in search, too: fr.wikipedia.org, marvel.fandom.com, marvel.com - the competitors AI recommends also outrank you here.
AI's view of you is shaped mostly by what the rest of the web says, not just your own pages. These build the off-site signal AI leans on. LLMrank measures the result - you don't control third-party sites, so treat these as direction, not guarantees.
Where you show up across AI models
Your brand and competitors as rows, AI models as columns. Each cell counts how often they are mentioned.
Ranking is based on neutral buyer questions. We don't count questions that already name you, so it's a fair comparison with competitors. ?
Your rank is based on how often each brand is named unprompted across the neutral buyer questions. M = the brands compared (you plus your competitors). A model can recognize you and still not name you unprompted, so a 0 here is a visibility gap, not a sign the model does not know you.
Recognition was not measured for this older analysis. Re-run it to see which models recognize you.
Some models answered but named no brands in the neutral questions (z-ai/glm-5.1) - their column is all zeros, which is a real result, not an error.
| Brand | Mentions | anthropic/claude-sonnet-4.6 | deepseek/deepseek-v4-pro | google/gemini-2.5-flash | openai/gpt-5.5 | z-ai/glm-5.1 |
|---|---|---|---|---|---|---|
| Your brand Marvel | 2 | 1 | 0 | 1 | 0 | 0 |
| forums.marvel-world.com own | 1 | 0 | 1 | 0 | 0 | 0 |
| marvel.com AI SERP | 4 | 1 | 1 | 1 | 1 | 0 |
| marvel.fandom.com AI SERP | 4 | 1 | 1 | 1 | 1 | 0 |
| marvel.fr AI | 4 | 1 | 1 | 1 | 1 | 0 |
| fandom.com AI | 3 | 1 | 1 | 0 | 1 | 0 |
| comicvine.com AI | 2 | 0 | 1 | 0 | 1 | 0 |
| wikipedia.org AI | 2 | 1 | 0 | 1 | 0 | 0 |
| actuabd.com AI | 1 | 0 | 1 | 0 | 0 | 0 |
| bdgest.com AI | 1 | 0 | 0 | 0 | 1 | 0 |
| collectorz.com AI | 1 | 0 | 0 | 0 | 1 | 0 |
| comicbookrealm.com AI | 1 | 0 | 0 | 0 | 1 | 0 |
| comics.org AI | 1 | 0 | 0 | 0 | 1 | 0 |
| comicsblog.fr AI | 1 | 0 | 1 | 0 | 0 | 0 |
| fr.wikipedia.org AI SERP | 1 | 0 | 1 | 0 | 0 | 0 |
| gocollect.com AI | 1 | 0 | 0 | 0 | 1 | 0 |
| leagueofcomicgeeks.com AI | 1 | 0 | 0 | 0 | 1 | 0 |
| panini.com AI | 1 | 0 | 0 | 0 | 1 | 0 |
Your visibility over time
Pro
See your visibility over time
Pro measures you against earlier model generations too, so you can see how your presence has shifted and confirm that your changes have landed. Upgrade to Pro to unlock the over-time view.
Upgrade to ProHow AI describes you
How each AI model summarizes your site when given your details. This is what a model writes back about you from the description we passed it - not our own reading, and not proof the model knows you unprompted (see recognition).
These summaries are written from the details we gave each model, not fetched live or source-cited. Whether a model already knows you on its own is a separate signal - see recognition. See the models and their cutoffs ?
AI answers can come from two places: a model's trained knowledge (what we measure here), and grounded answers where the model fetches and cites live sources. Grounded, cited measurement is a separate mode we plan to add later; today's report is the trained-knowledge view, per each model's cutoff.
We asked each model about your exact company (your domain + what you do), so the answer is not about a different company with a similar name.
Recognition was not measured for this older analysis. Re-run it to see which models recognize you.
anthropic/claude-sonnet-4.6
I want to be straightforward with you: I cannot confidently confirm the specific details of Marvel-World.com as a distinct, independently verified source in my training data. The description you've provided in your context prompt — a French-language online encyclopedia about the Marvel universe — sounds plausible as a fan-built reference site, but I cannot independently verify: - Who operates it - When it was founded - Its exact scope or reliability - Whether it has any affiliation with…
deepseek/deepseek-v4-pro
The entity at Marvel-World.com is not a commercial company in the traditional sense, but rather an independent, fan-operated online project. It is a French-language encyclopedia dedicated entirely to the Marvel universe. What it offers: The site aggregates and presents highly detailed, curated information about the Marvel multiverse, including character biographies, team rosters, timelines, equipment, locations, alternate realities, and related topics — all written in French.
google/gemini-2.5-flash
Marvel-World.com is an online French-language encyclopedia dedicated to the Marvel universe. What this specific company offers: * Detailed Information Aggregation: It compiles and presents comprehensive data on various aspects of the Marvel universe. * Character Biographies: In-depth information about individual Marvel characters. * Team Rosters: Details on the members and history of Marvel teams. * Timelines: Chronological breakdowns of events within the Marvel universe.
openai/gpt-5.5
Marvel‑World.com appears to be an independent French‑language online encyclopedia/reference site for the Marvel universe, rather than a traditional product company. It offers detailed informational pages on Marvel characters, teams, storylines/timelines, equipment, locations, alternate realities, and related continuity material. It is aimed at French‑speaking Marvel fans, comics readers, collectors, and anyone looking up structured background information about Marvel lore.
z-ai/glm-5.1
Marvel-World.com is a French-language online encyclopedia dedicated to the Marvel universe. What it offers: It serves as a comprehensive, wiki-style database that aggregates intricate details about Marvel lore. This includes character biographies, superhero and villain team rosters, chronological timelines, descriptions of weapons and equipment, geographic and cosmic locations, and explorations of alternate realities and multiverses.
Fact tracker
The distinct claims AI models made about you, one by one. Confirm the ones that are right, and flag anything that is wrong or out of date.
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Marvel‑World.com is an online French‑language encyclopedia dedicated to the Marvel universe.
From: google/gemini-2.5-flash
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The database includes character biographies, team rosters, timelines, equipment descriptions, locations, and alternate realities.
From: z-ai/glm-5.1
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Marvel-World.com is a fan‑built French‑language online encyclopedia about the Marvel universe.
From: anthropic/claude-sonnet-4.6
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It provides a resource for French‑speaking Marvel fans and researchers seeking comprehensive lore reference material.
From: anthropic/claude-sonnet-4.6
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Marvel‑World.com is an independent French‑language online encyclopedia/reference site for the Marvel universe.
From: openai/gpt-5.5
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Marvel‑World.com offers detailed informational pages on characters, teams, storylines/timelines, equipment, locations, alternate realities, and continuity material.
From: openai/gpt-5.5
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Marvel‑World.com is aimed at French‑speaking Marvel fans, comics readers, collectors, and anyone seeking structured Marvel lore information.
From: openai/gpt-5.5
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It aggregates detailed information such as character biographies, team rosters, timelines, equipment, locations, alternate realities, and related media.
From: google/gemini-2.5-flash
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Its primary audience includes French‑speaking Marvel fans, enthusiasts, researchers, collectors, lore keepers, and casual readers.
From: google/gemini-2.5-flash
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Marvel-World.com is a French-language online encyclopedia about the Marvel universe.
From: z-ai/glm-5.1
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The site provides a wiki-style database aggregating detailed Marvel lore.
From: z-ai/glm-5.1
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The site is intended for French-speaking Marvel fans, comic book readers, and pop‑culture enthusiasts.
From: z-ai/glm-5.1
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Marvel-World.com is not a commercial company in the traditional sense, but an independent, fan‑operated online project.
From: deepseek/deepseek-v4-pro
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Marvel-World.com is a French‑language encyclopedia dedicated entirely to the Marvel universe.
From: deepseek/deepseek-v4-pro
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The site aggregates and presents detailed, curated information about the Marvel multiverse, including character biographies, team rosters, timelines, equipment, locations, alternate realities, and related topics, all in French.
From: deepseek/deepseek-v4-pro
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It is designed for French‑speaking Marvel fans seeking a comprehensive, Wikipedia‑style reference resource for comics lore.
From: deepseek/deepseek-v4-pro
Model agreement
How the AI models compare with each other - where they agree about you, and where one model stands apart. A model that disagrees is a concrete visibility risk worth addressing.
Facts One model differs
Stands apart: anthropic/claude-sonnet-4.6 - claims only this model makes (possibly out of date or made up):
- It provides a resource for French‑speaking Marvel fans and researchers seeking comprehensive lore reference material.
- Marvel-World.com is a fan‑built French‑language online encyclopedia about the Marvel universe.
Stands apart: deepseek/deepseek-v4-pro - claims only this model makes (possibly out of date or made up):
- It is designed for French‑speaking Marvel fans seeking a comprehensive, Wikipedia‑style reference resource for comics lore.
- Marvel-World.com is a French‑language encyclopedia dedicated entirely to the Marvel universe.
- Marvel-World.com is not a commercial company in the traditional sense, but an independent, fan‑operated online project.
- The site aggregates and presents detailed, curated information about the Marvel multiverse, including character biographies, team rosters, timelines, equipment, locations, alternate realities, and related topics, all in French.
Stands apart: google/gemini-2.5-flash - claims only this model makes (possibly out of date or made up):
- It aggregates detailed information such as character biographies, team rosters, timelines, equipment, locations, alternate realities, and related media.
- Its primary audience includes French‑speaking Marvel fans, enthusiasts, researchers, collectors, lore keepers, and casual readers.
- Marvel‑World.com is an online French‑language encyclopedia dedicated to the Marvel universe.
Stands apart: openai/gpt-5.5 - claims only this model makes (possibly out of date or made up):
- Marvel‑World.com is aimed at French‑speaking Marvel fans, comics readers, collectors, and anyone seeking structured Marvel lore information.
- Marvel‑World.com is an independent French‑language online encyclopedia/reference site for the Marvel universe.
- Marvel‑World.com offers detailed informational pages on characters, teams, storylines/timelines, equipment, locations, alternate realities, and continuity material.
Stands apart: z-ai/glm-5.1 - claims only this model makes (possibly out of date or made up):
- Marvel-World.com is a French-language online encyclopedia about the Marvel universe.
- The database includes character biographies, team rosters, timelines, equipment descriptions, locations, and alternate realities.
- The site is intended for French-speaking Marvel fans, comic book readers, and pop‑culture enthusiasts.
- The site provides a wiki-style database aggregating detailed Marvel lore.
Positioning Models agree
Most models place you alongside: marvel.com, marvel.fandom.com, marvel.fr, fandom.com, comicvine.com, wikipedia.org
The models position you in the same space - a consistent read.
Where this plays out, context by context
The same picture broken down per buyer question (and per market when measured): where you are named, who shows up instead, and how it shifts by context.
By context
Brand questions ?
What models say when asked about you by name. Not used for the competitive ranking (it names you).
Brand question
- 5 competitors here
?
What models say when asked about you by name. Not used for the competitive ranking (it names you).Question asked: What is Marvel, the company at {domain}? For context, this company is in: Marvel‑World.com operates an online French‑language encyclopedia that aggregates detailed information about the Marvel universe, including c Briefly describe what THIS specific company offers and who it is for. If you cannot confirm this exact company, say so rather than describing a different company with a similar name.
You were named in 4 of 5 answers here - you show up in this context.
5 model answers in this context, you were named in 4.
- marvel.com - 5 mentions
- marvel.fandom.com - 5 mentions
- marvel.fr - 5 mentions
- fandom.com - 1 mentions
- wikipedia.org - 1 mentions
Alternatives to you ?
When someone asks for alternatives to you - who the models suggest instead.
Brand question
- 4 competitors here
?
When someone asks for alternatives to you - who the models suggest instead.Question asked: Is Marvel a good choice, and what are the main alternatives? List the specific companies a buyer would compare.
You were named in 4 of 5 answers here - you show up in this context.
5 model answers in this context, you were named in 4.
- marvel.com - 5 mentions
- marvel.fandom.com - 5 mentions
- marvel.fr - 5 mentions
- fandom.com - 1 mentions
Category recommendations ?
Neutral category questions (a buyer describing their need). Counts for your ranking - who gets recommended.
Seen
- 17 competitors here
?
Neutral category questions (a buyer describing their need). Counts for your ranking - who gets recommended.Question asked: Someone is looking for: Marvel‑World.com operates an online French‑language encyclopedia that aggregates detailed information about the Marvel universe, including c Which companies or brands would you recommend they consider? List the specific providers.
You were named in 2 of 5 answers here - you show up in this context.
5 model answers in this context, you were named in 2.
- marvel.com - 4 mentions
- marvel.fandom.com - 4 mentions
- marvel.fr - 4 mentions
- fandom.com - 3 mentions
- wikipedia.org - 2 mentions
- comicvine.com - 2 mentions
- bdgest.com - 1 mentions
- collectorz.com - 1 mentions
- comicbookrealm.com - 1 mentions
- comics.org - 1 mentions
- gocollect.com - 1 mentions
- leagueofcomicgeeks.com - 1 mentions
- panini.com - 1 mentions
- actuabd.com - 1 mentions
- comicsblog.fr - 1 mentions
- forums.marvel-world.com - 1 mentions
- fr.wikipedia.org - 1 mentions
Where to buy ?
Where to buy in this category online. Counts for your ranking - who the models name.
Not seen
- 0 competitors here
?
Where to buy in this category online. Counts for your ranking - who the models name.Question asked: Where can someone buy products in this category online, shipped to their home? Name the specific companies.
You were not named in any of 5 answers here - this is where you are least visible.
5 model answers in this context, you were named in 0.
No competitors named in this context.
More AI models are coming to your report.
Useful?Competitors AI mentions
These are the competitors AI models name alongside you, with how often each is mentioned.
Ahead of you in search, too: fr.wikipedia.org, marvel.fandom.com, marvel.com - the competitors AI recommends also outrank you here.
Active (mentioned) (17)
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actuabd.com (1) AIActive
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bdgest.com (1) AIActive
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collectorz.com (1) AIActive
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comicbookrealm.com (1) AIActive
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comics.org (1) AIActive
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comicsblog.fr (1) AIActive
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comicvine.com (2) AIActive
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fandom.com (3) AIActive
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forums.marvel-world.com (1) AIActive
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fr.wikipedia.org (1) AIActive
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gocollect.com (1) AIActive
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leagueofcomicgeeks.com (1) AIActive
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marvel.com (4) AIActive
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marvel.fandom.com (4) AIActive
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marvel.fr (4) AIActive
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panini.com (1) AIActive
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wikipedia.org (2) AIActive
Suggestions (AI-found, not mentioned) (34)
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actusf.com AIOff
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allocine.fr AIOff
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bedetheque.com AIOff
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betaseries.com AIOff
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bulle-en-stock.com AIOff
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comicbox.com AIOff
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comicsalliance.com AIOff
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comicsvf.com AIOff
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comicvine.gamespot.com AIOff
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fantastique.fr AIOff
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herofrance.com AIOff
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hypnoweb.net AIOff
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imdb.com AIOff
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les-ailes-immortelles.net AIOff
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marvel-comics.fandom.com AIOff
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marvel-comics.fr AIOff
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marvel-database.fandom.com AIOff
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marvel-france.com AIOff
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marvel-guide.com AIOff
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marvel-univers.com AIOff
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marvelcinematicuniverse.fandom.com AIOff
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mdcomics.fr AIOff
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mdcu-comics.fr AIOff
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panini-comics.fr AIOff
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planete-bd.com AIOff
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planete-marvel.com AIOff
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sceneario.com AIOff
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scifi-universe.com AIOff
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scifigeek.fr AIOff
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senscritique.com AIOff
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superhero-universe.fr AIOff
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superpouvoir.com AIOff
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univers-comics.net AIOff
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univers-marvel.com AIOff
Sources around your brand
Ranking above you in search
- reddit.com
- en.wikipedia.org
- fr.wikipedia.org
- marvel.fandom.com
- amazon.com
- comicbookherald.com
- continuityguide.net
- editorial.rottentomatoes.com
AI also names 17 domains in your category - see Competitors.
These are the sites that surface for your category in search - where AI and buyers look, and where you're currently outranked or absent. This is search and mention data, not per-citation AI grounding (that needs deeper measurement).
AI visibility checklist
Readiness score: 46.7%
We check your homepage and a few key linked pages (like /faq and /about) - where AI reads first. A cross means we did not find the signal there, not that it cannot exist elsewhere on your site.
Priority actions
Do these first - ranked by expected impact on your AI visibility.
- High impact Organization entity (sameAs) for your webmaster
- High impact Structured data (JSON-LD) for your webmaster See the fix
- Medium impact Published/updated dates
- Medium impact llms.txt present See the fix
- Medium impact Article schema (JSON-LD) for your webmaster See the fix
- Medium impact HowTo schema (JSON-LD) for your webmaster
- Lower impact Open Graph tags
- Lower impact sitemap.xml present
Can AI crawlers find and read your site at all? These signals tell language models where your content lives and that they are welcome to read it.
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✗
llms.txt present
?
What: a /llms.txt that describes your service for AI crawlers. Why: it helps language models understand what you do and cite you correctly (like robots.txt, but for AI).
Add an llms.txt that describes your service for AI crawlers.llms.txt (place at {base_url}/llms.txt)# Marvel World > One-line summary of what Marvel World does and who it is for. https://marvel-world.com ## Key pages - [Home](https://marvel-world.com/): what Marvel World offers, in brief - [About](https://marvel-world.com/about): who Marvel World is - [Contact](https://marvel-world.com/contact): how to get in touch ## Notes Written for AI assistants: plain facts about Marvel World, kept current. -
✓
robots.txt present
?
What: a /robots.txt that controls what crawlers may read. Why: without it, important pages can be missed or the wrong pages indexed. -
✗
sitemap.xml present
?
What: a /sitemap.xml listing your pages. Why: crawlers and AI find your whole structure so nothing important is missed.
Publish a sitemap.xml so your content is found.
Machine-readable facts about who you are and what you offer. The clearer your structured data, the more accurately AI can understand and describe you instead of guessing.
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✗
Structured data (JSON-LD)
?
What: JSON-LD describing your company and products in a machine-readable way. Why: AI uses it to understand what you are and describe you correctly.
Add schema.org JSON-LD (Organization/Product/FAQ).Organization schema (JSON-LD)<script type="application/ld+json"> { "@context": "https://schema.org", "@type": "Organization", "name": "Marvel World", "url": "https://marvel-world.com", "logo": "https://marvel-world.com/logo.png", "description": "One or two plain sentences describing what Marvel World does and who it is for.", "sameAs": [ "https://www.linkedin.com/company/your-company" ] } </script> -
✓
FAQ / questions and answers
?
What: an FAQ with clear questions and answers. Why: it matches how people ask AI - models often lift answers straight from well-structured FAQs. -
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Article schema (JSON-LD)
?
What: JSON-LD of type Article/BlogPosting with author, publisher and dates. Why: it helps AI understand the page is editorial content, who stands behind it and how fresh it is - signals that weigh in when models choose what to cite.
Mark up articles and guides with Article schema (author, publisher, datePublished).Article schema (JSON-LD)<script type="application/ld+json"> { "@context": "https://schema.org", "@type": "Article", "headline": "Your article title", "author": { "@type": "Organization", "name": "Marvel World" }, "publisher": { "@type": "Organization", "name": "Marvel World", "logo": { "@type": "ImageObject", "url": "https://marvel-world.com/logo.png" } }, "datePublished": "YYYY-MM-DD", "dateModified": "YYYY-MM-DD", "mainEntityOfPage": "https://marvel-world.com/your-article", "description": "One or two plain sentences summarising the article so a model can quote it." } </script> -
✗
HowTo schema (JSON-LD)
?
What: JSON-LD of type HowTo for step-by-step content. Why: it makes instructions machine-readable so AI can reproduce your steps correctly instead of guessing.
Add HowTo schema to guides and step-by-step pages. -
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Organization entity (sameAs)
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What: Organization schema with sameAs links to your official profiles (e.g. LinkedIn, Wikidata). Why: it ties your company to a clear entity so AI does not confuse you with someone else and describes you correctly.
Add Organization schema with sameAs links to your official profiles.
The plain, static content AI actually reads. Clear titles, headings and descriptions in the page source mean models read what you do instead of an empty shell.
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✓
Canonical URL
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What: a canonical URL points to the 'real' address when the same content lives on several URLs. Why: it stops your visibility being split across duplicates. -
✓
Meta description
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What: the page's short summary. Why: search engines and AI use it to describe you - a good description means you are described the way you want. -
✓
Page title
?
What: the page title. Why: it is the first thing AI and search engines read - a clear title with what you do helps you get named in the right context. -
✓
Clear main heading (H1) in the page source
?
What: a main heading (H1) present in the page source. Why: AI crawlers often do not run JavaScript - a static, clear heading means they actually read what you do instead of seeing an empty page.
Who stands behind the content and how current it is. Clear authorship and dates are credibility signals AI weighs when it decides whether to trust and cite you.
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Published/updated dates
?
What: datePublished/dateModified in markup or <time> elements. Why: freshness matters - AI often prefers updated content and can show when something was last changed.
Expose published and updated dates in markup (datePublished/dateModified or <time datetime>).