Comprehensive report

tryprofound.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.

Profound provides a software platform that helps brands improve their visibility in AI‑generated answer engines and other large‑language‑model–driven search interfaces. The service offers analytics on how a brand is represented in AI conversations, tools to generate AI‑optimized FAQs and content, and autonomous “agents” that automate marketing tasks such as demand generation and public‑relations outreach. Its primary customers are marketing, content, PR, and brand teams within companies, as well as agencies that manage brand presence across digital channels. The platform competes in the AI search optimization and zero‑click marketing category, positioning itself as a solution for brands that need to be discovered by users interacting with AI assistants rather than traditional search results.

The area you and these competitors operate in: semrush.com, brightedge.com, ahrefs.com, brandwatch.com, conductor.com.

Low confidence: AI models do not clearly recognise this brand yet and disagree on who you are, so the numbers below are preliminary. Paste your site so we can confirm them. Paste your site for an accurate report.

?0-100. How well AI models know and mention you - your presence in neutral buyer answers plus overall brand recognition.

10.0/100

AI Visibility Low confidence

Recognised by AI, by name17%
Named unprompted, in your category0%

Whether AI knows and mentions you.

Estimated from brand recognition only - paste your site to confirm.

?Share of best-practice (AEO) signals in place for AI visibility. Only scored when we can read your site.

66.7%

AI Readiness

Whether your site is technically optimised for AI.

Rises as you add the checklist signals - the groundwork that lets AI recognize you.

See the checklist

Two scores, two different things

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.

Not ranked yet - no mentions on neutral buyer questions

Why you're underperforming

AI barely recognises the brand yet (recognition 17%), so it rarely brings you up on its own. AI visibility is 10/100.

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), Published/updated dates, Article schema (JSON-LD)

Build your off-site presence

  1. High impact Get listed in the authoritative directories and industry bodies for your category and market
  2. High impact Earn mentions on the third-party sources AI leans on - trade press, respected editorial, category guides
  3. Medium impact Join and get profiled by the recognised association or network in your field
  4. 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): rankability.com, reddit.com, airankchecker.net

Ahead of you in search, too: ahrefs.com, rankscale.ai, seranking.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

Preliminary - the models guessed these from the name alone. Paste your site to confirm.

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.

Note: some models did not answer every question this run (anthropic/claude-sonnet-4.6, openai/gpt-5.5); their column may understate them.

Brand Mentions anthropic/claude-sonnet-4.6anthropic/claude-sonnet-5deepseek/deepseek-v4-progoogle/gemini-2.5-flashopenai/gpt-5.5openai/gpt-5.6-solx-ai/grok-4.3z-ai/glm-5.1
Your brand Tryprofound 0 0 0 0 0 0 0 Knows you - not unprompted 0 0
semrush.com AI 8 1 1 1 2 1 1 1 0
brightedge.com AI 7 1 1 2 2 1 0 0 0
ahrefs.com AI SERP 6 1 1 0 2 0 1 1 0
brandwatch.com AI 6 1 1 2 2 0 0 0 0
conductor.com AI 6 1 1 1 2 1 0 0 0
peec.ai AI 5 1 1 0 0 1 1 1 0
athenahq.ai AI 4 1 1 0 0 1 1 0 0
evertune.ai AI 4 0 1 0 0 1 1 1 0
mention.com AI 4 1 0 1 0 0 0 0 2
otterly.ai AI 4 1 1 0 0 1 1 0 0
ziptie.dev AI 3 0 0 1 0 1 1 0 0
botify.com AI 2 0 0 2 0 0 0 0 0
clearscope.io AI 2 0 0 0 2 0 0 0 0
knowatoa.com AI 2 1 0 0 0 0 1 0 0
rankscale.ai AI SERP 2 1 1 0 0 0 0 0 0
talkwalker.com AI 2 0 0 1 1 0 0 0 0
yext.com AI 2 0 0 1 1 0 0 0 0
athenahq.com AI 1 0 0 0 0 1 0 0 0
brandrank.ai AI 1 0 0 0 0 1 0 0 0
meltwater.com AI 1 0 0 0 1 0 0 0 0
moz.com AI 1 0 0 0 1 0 0 0 0
perplexity.ai AI 1 0 0 0 1 0 0 0 0
seoclarity.com AI 1 0 0 0 0 1 0 0 0
seoclarity.net AI 1 0 0 0 0 1 0 0 0
seranking.com AI SERP 1 0 0 1 0 0 0 0 0
sprinklr.com AI 1 0 0 0 1 0 0 0 0
surferseo.com AI 1 0 0 0 1 0 0 0 0
vectara.com AI 1 0 0 1 0 0 0 0 0
writer.com AI 1 0 0 0 1 0 0 0 0
writesonic.com AI 1 0 0 0 0 1 0 0 0

Not satisfied? Change competitors

Useful?

Your visibility over time

Each AI model knows the world up to a point in time. This timeline lines up the models, when you first showed up in each one, and your visibility score across measurements - so you can see how your presence is moving.

Recognizes you Does not recognize you

Hover or tap a dot to see what that model says about you.

Google recognized by 0/1
Gemini 2.5 Flash Gemini 2.5 Flash Does not recognize you This model could not confirm or describe you.
Z.ai recognized by 0/1
GLM-5.1 est. GLM-5.1 Does not recognize you This model could not confirm or describe you.
DeepSeek recognized by 0/1
DeepSeek V4 Pro est. DeepSeek V4 Pro Does not recognize you This model could not confirm or describe you.
xAI recognized by 0/1
Grok 4.3 est. Grok 4.3 Does not recognize you This model could not confirm or describe you.
Anthropic recognized by 0/2
Claude Sonnet 4.6 Claude Sonnet 4.6 Does not recognize you This model could not confirm or describe you.
Claude Sonnet 5 Claude Sonnet 5 Does not recognize you This model could not confirm or describe you.
OpenAI recognized by 1/2
GPT-5.5 GPT-5.5 Does not recognize you This model could not confirm or describe you.
GPT-5.6 Sol GPT-5.6 Sol Recognizes you **Profound (tryprofound.com)** provides an enterprise software platform for monitoring and improving how brands appear in AI-generated answers. It tracks brand mentions, rankings, sentiment, citations, and competitors across services such as ChatGPT, Perplexity, Google AI Overviews, and other answer engines, then surfaces insights to guide content and visibility strategies. See full description

Visibility score over measurements

26.7
26.7

Across the models with a known cutoff, 1 of 8 recognize you and can describe you.

A "~" and "est." marks an estimated knowledge cutoff: the model has no publicly stated date, so we place it from its release. It is an estimate, not a confirmed date.

Useful?

How 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.

Heads up: these summaries are based on the description we gave each model - the models did not recognize your brand on their own (see recognition). A model can write a confident summary from our input while knowing nothing about you unprompted. That gap is exactly the opportunity to close.

anthropic/claude-sonnet-4.6

Profound (tryprofound.com) Profound is a software platform designed to help brands and marketers monitor and improve their visibility within AI-generated search and answer engines (such as ChatGPT, Perplexity, Google AI Overviews, etc.).

anthropic/claude-sonnet-5

I don't have verified, independent knowledge of "Profound" (tryprofound.com) beyond what you've provided in your context. I can't confirm details about this specific company from my own training data with confidence—I want to avoid filling in gaps with assumptions or conflating it with similarly named companies/products.

deepseek/deepseek-v4-pro

tryprofound.com is the website for Profound, a software platform specifically designed to help brands track and improve their visibility in AI‑powered answer engines and LLM‑driven search interfaces (such as ChatGPT, Perplexity, Google AI Overviews, and similar tools). What it offers: Profound provides analytics that show how a brand is represented in AI‑generated answers.

google/gemini-2.5-flash

Tryprofound (at tryprofound.com) offers a software platform designed to help brands manage and improve their visibility within AI-generated answer engines and other large language model (LLM)-driven search interfaces. Specifically, this company offers: * A software platform: This is the core offering, providing tools and functionalities to interact with and understand AI search.

openai/gpt-5.5

Tryprofound.com appears to be Profound, a software platform for AI search visibility and brand analytics. It helps companies understand and improve how their brand, products, and competitors appear in AI-generated answers from tools such as ChatGPT, Perplexity, Gemini, and other LLM-driven search experiences.

openai/gpt-5.6-sol

Profound (tryprofound.com) provides an enterprise software platform for monitoring and improving how brands appear in AI-generated answers. It tracks brand mentions, rankings, sentiment, citations, and competitors across services such as ChatGPT, Perplexity, Google AI Overviews, and other answer engines, then surfaces insights to guide content and visibility strategies.

x-ai/grok-4.3

Profound (tryprofound.com) is a software platform that helps brands monitor and improve their visibility/representation inside AI-generated answers (ChatGPT, Perplexity, Gemini, Claude, etc.) and other LLM-driven search interfaces. It provides analytics on how a brand appears in AI responses and tools to optimize that presence.

z-ai/glm-5.1

Profound (at tryprofound.com) offers an analytics and optimization platform specifically built for "Answer Engine Optimization" (AEO) or Generative Engine Optimization (GEO). What it offers: The platform tracks and analyzes how brands are represented, mentioned, or recommended in the responses generated by large language models (LLMs) and AI-driven search engines (such as ChatGPT, Perplexity, Google Gemini, and Claude).

Fact tracker

AI has no confirmed facts about you yet - the models don't recognise this brand.

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.

Positioning Models agree

Most models place you alongside: semrush.com, ahrefs.com, brightedge.com, conductor.com, peec.ai, athenahq.ai, brandwatch.com, evertune.ai, otterly.ai, mention.com, ziptie.dev, knowatoa.com, rankscale.ai, talkwalker.com, yext.com

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 - 0 competitors here

Question asked: What is Tryprofound, the company at {domain}? For context, this company is in: Profound provides a software platform that helps brands improve their visibility in AI‑generated answer engines and other large‑language‑mod 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 11 of 11 answers here - you show up in this context.

11 model answers in this context, you were named in 11.

No competitors named in this context.

Alternatives to you
?When someone asks for alternatives to you - who the models suggest instead.
Brand question - 13 competitors here

Question asked: Is Tryprofound a good choice, and what are the main alternatives? List the specific companies a buyer would compare.

You were named in 9 of 11 answers here - you show up in this context.

11 model answers in this context, you were named in 9.

  • ahrefs.com - 3 mentions
  • semrush.com - 3 mentions
  • athenahq.ai - 2 mentions
  • brightedge.com - 2 mentions
  • conductor.com - 2 mentions
  • evertune.ai - 2 mentions
  • otterly.ai - 2 mentions
  • peec.ai - 2 mentions
  • rankscale.ai - 1 mentions
  • seoclarity.net - 1 mentions
  • clearscope.io - 1 mentions
  • copy.ai - 1 mentions
  • jasper.ai - 1 mentions
Category recommendations
?Neutral category questions (a buyer describing their need). Counts for your ranking - who gets recommended.
Not seen - 30 competitors here

Question asked: Someone is looking for: Profound provides a software platform that helps brands improve their visibility in AI‑generated answer engines and other large‑language‑mod Which companies or brands would you recommend they consider? List the specific providers.

You were not named in any of 9 answers here - this is where you are least visible. The competitor semrush.com was named most often (8x).

9 model answers in this context, you were named in 0.

  • semrush.com - 8 mentions
  • brightedge.com - 7 mentions
  • ahrefs.com - 6 mentions
  • brandwatch.com - 6 mentions
  • conductor.com - 6 mentions
  • peec.ai - 5 mentions
  • athenahq.ai - 4 mentions
  • otterly.ai - 4 mentions
  • evertune.ai - 4 mentions
  • ziptie.dev - 3 mentions
  • knowatoa.com - 2 mentions
  • mention.com - 2 mentions
  • rankscale.ai - 2 mentions
  • clearscope.io - 2 mentions
  • talkwalker.com - 2 mentions
  • botify.com - 2 mentions
  • yext.com - 2 mentions
  • athenahq.com - 1 mentions
  • brandrank.ai - 1 mentions
  • seoclarity.com - 1 mentions
  • seoclarity.net - 1 mentions
  • writesonic.com - 1 mentions
  • meltwater.com - 1 mentions
  • perplexity.ai - 1 mentions
  • sprinklr.com - 1 mentions
  • surferseo.com - 1 mentions
  • writer.com - 1 mentions
  • seranking.com - 1 mentions
  • vectara.com - 1 mentions
  • moz.com - 1 mentions
Where to buy
?Where to buy in this category online. Counts for your ranking - who the models name.
Not seen - 1 competitors here

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 11 answers here - this is where you are least visible. The competitor mention.com was named most often (2x).

11 model answers in this context, you were named in 0.

  • mention.com - 2 mentions
Do models recognize you
?Asked cold, with no hint from us - does the model already know your brand? The honest test of unprompted awareness.
Brand question - 0 competitors here

Question asked: What do you know about Tryprofound ({domain})? If you are not familiar with this specific company, say so plainly - do not guess or describe a different company with a similar name.

You were named in 6 of 6 answers here - you show up in this context.

6 model answers in this context, you were named in 6.

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: ahrefs.com, rankscale.ai, seranking.com - the competitors AI recommends also outrank you here.

Active (mentioned) (30)

  • ahrefs.com (6) AI
    Active
  • athenahq.ai (4) AI
    Active
  • athenahq.com (1) AI
    Active
  • botify.com (2) AI
    Active
  • brandrank.ai (1) AI
    Active
  • brandwatch.com (6) AI
    Active
  • brightedge.com (7) AI
    Active
  • clearscope.io (2) AI
    Active
  • conductor.com (6) AI
    Active
  • evertune.ai (4) AI
    Active
  • knowatoa.com (2) AI
    Active
  • meltwater.com (1) AI
    Active
  • mention.com (4) AI
    Active
  • moz.com (1) AI
    Active
  • otterly.ai (4) AI
    Active
  • peec.ai (5) AI
    Active
  • perplexity.ai (1) AI
    Active
  • rankscale.ai (2) AI
    Active
  • semrush.com (8) AI
    Active
  • seoclarity.com (1) AI
    Active
  • seoclarity.net (1) AI
    Active
  • seranking.com (1) AI
    Active
  • sprinklr.com (1) AI
    Active
  • surferseo.com (1) AI
    Active
  • talkwalker.com (2) AI
    Active
  • vectara.com (1) AI
    Active
  • writer.com (1) AI
    Active
  • writesonic.com (1) AI
    Active
  • yext.com (2) AI
    Active
  • ziptie.dev (3) AI
    Active

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Sources around your brand

Ranking above you in search

  • rankability.com
  • reddit.com
  • ahrefs.com
  • airankchecker.net
  • amadora.ai
  • boralagency.com
  • coalitiontechnologies.com
  • developers.google.com

AI also names 32 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).

Useful?

AI visibility checklist

Readiness score: 66.7%

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.

  1. High impact Organization entity (sameAs) for your webmaster
  2. Medium impact Published/updated dates
  3. Medium impact Article schema (JSON-LD) for your webmaster See the fix
  4. Medium impact Author (byline/markup) for your webmaster
  5. Medium impact HowTo schema (JSON-LD) for your webmaster
Useful?

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.

  • 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).
  • 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.

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.

  • 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.
  • 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.
  • 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": "Tryprofound"
      },
      "publisher": {
        "@type": "Organization",
        "name": "Tryprofound",
        "logo": {
          "@type": "ImageObject",
          "url": "https://tryprofound.com/logo.png"
        }
      },
      "datePublished": "YYYY-MM-DD",
      "dateModified": "YYYY-MM-DD",
      "mainEntityOfPage": "https://tryprofound.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.
  • Organization entity (sameAs)
    ?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.

  • Canonical URL
    ?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.
  • Open Graph tags
    ?What: Open Graph tags (title/image/description) control how the page looks when shared. Why: they give AI and social media a clear, correct summary.
  • Meta description
    ?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.

  • Author (byline/markup)
    ?What: a clear author via markup (JSON-LD author, rel=author or meta author). Why: who stands behind the content is a credibility signal (E-E-A-T) that AI weighs when deciding whether to trust and cite you.

    State the author with markup (author in JSON-LD, rel=author or meta name=author).
  • 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>).
Useful?