Endata vs. Profound

Endata vs. Profound at a glance

What is the real difference between Endata and Profound?

It is not “one measures, the other acts”. Profound does both. Its site groups the product into Monitor (Answer Engine Insights, Prompt Volumes, Shopping, Agent Analytics) and AI Marketer (Agents, a Context Manager for your brand knowledge, and the AI Marketer itself), and says its Agents “run research, writing, and publishing in one cycle”.

The difference is size and shape. Profound is a platform: many tools, a tailored plan, agents your team designs and pays for in credits. Endata is one routine with nothing to configure: six questions, the ones you're missing from, a researched answer to each, your approval, a page, a recheck a month later.

How does each one measure AI visibility?

Endata

Endata reads your website, asks you to confirm your audience, two to six competitors and three to five topics, and writes six questions a buyer would plausibly ask. No question names a business. It puts each one to ChatGPT, Claude, Perplexity and Gemini through their makers' APIs, with web search on, and records who was named.

AI Visibility Report

Acme Insurance

Sample report

6 questions, each asked on ChatGPT, Claude, Perplexity, Gemini · Oct 12, 2026

Questions tested

6 × 4 assistants = 24 answers

Answers that mention you

13% 3 of 24

Where your business stands

• Summit Risk67%
• Harbor Insurance54%
• Northstar Coverage42%
• Acme InsuranceYour business13%

Questions where you’re missing

• Who offers commercial fleet insurance for small trucking companies?

  ChatGPT mentioned Summit Risk

• Which insurance brokers specialize in interstate trucking?

  Perplexity mentioned Harbor Insurance

• What does cargo insurance cost for a five-truck fleet?

  Gemini mentioned Summit Risk

+ 2 more questions in the full report

How to read this. AI answers change from one run to the next, so these figures are a sample of what your customers may see, not a ranking.

Six questions is a small test on purpose. It will not give you a market-wide share of voice. It will show, in a couple of minutes and for free, which specific questions your competitors are winning.

Profound

Profound measures far more, far more often. Answer Engine Insights reports a visibility score and share of voice, sentiment, and the websites that influence answers about your brand; its site says “we run every tracked prompt daily”. It captures answers from the assistants' own interfaces rather than their APIs, which is closer to what a person actually sees than Endata's API calls.

Around that sit tools Endata has no counterpart for: Prompt Volumes, built on conversations Profound says it licenses from double-opt-in consumer panels; Agent Analytics, which reads your server logs to show which AI bots visit and how many human visitors arrive from AI search; and Shopping, for products in ChatGPT.

What happens after you find a gap?

Both products can end in a published page. They get there differently.

In Profound, the AI Marketer surfaces opportunities each week and turns the ones you accept into projects, which it hands to Agents. Agents are workflows: you start from a template (its site lists Content Refresh, AEO FAQ Generation, Competitive Research and Net-New Content Creation) or build your own, connect your CMS, and approve each run before it publishes. Each run uses credits. It is flexible and powerful, and it assumes someone owns it.

In Endata the route is fixed, and the same for every customer:

1. The plan. Up to five steps, drawn from the questions where assistants named a competitor and not you.
2. The research. For each question, a search of the last 30 days of news and web sources, keeping up to eight pieces of evidence.
3. The draft. An answer that cites its evidence claim by claim, with room for your own attributed expert view.
4. Your approval. Nothing goes live until someone on your side approves it.
5. The page. Published on your newsroom, readable by people and served to AI crawlers as Markdown, in llms.txt and over a public MCP server.
6. The recheck. The same six questions, a month later.

Two things here are Endata's own. The newsroom means you don't need a CMS, or a developer, to have somewhere to publish. And related news articles can be posted to LinkedIn, Bluesky, X and Pinterest from the same place. The walk-through is in How to fix a hidden AI visibility gap in 10 minutes.

How do Endata and Profound pricing compare?

Profound's pricing page shows two plans for brands, Trial (“Free”) and Enterprise (“Custom”), so we can't put a number beside Endata's. That in itself tells you who each is for: one is bought in a conversation with a sales team, the other with a card. Endata's current plans are on the pricing page.

The free offers differ too. Profound's trial is a week inside the real product, on a prompt set it recommends for your industry (trial users can't edit it). Endata's report is a one-off result on questions written for your business, with no account to create.

Can you use Endata and Profound together?

You can, though they overlap more than Endata does with a pure tracker. The pairing that makes sense: Profound as the measurement layer for the main site and brand, and Endata as a newsroom beside it that keeps publishing sourced answers to buyer questions, without drawing on the team's agent credits or the main CMS.

For a business without a marketing team, start smaller. Run the free Endata report, publish answers to the questions it finds, and consider a platform like Profound when there is a team to run it and enough content for daily tracking to be worth reading.

What Endata does not do

A comparison is only useful if it is honest about both sides. Endata does not:

• track prompts daily, or track hundreds of them;
• measure sentiment, ranking position, citations or prompt volume;
• cover Google AI Overviews or AI Mode, Copilot, Grok or Meta AI;
• analyze AI crawler traffic, or audit your existing website's technical setup;
• let you design your own content workflows: the routine is the routine;
• promise that an assistant will recommend you. What an assistant says is its own decision; Endata makes sure there is a clear, sourced answer for it to find.

Frequently asked questions