Unsourced vs Profound

Updated 2026-07-16 · maintained by Unsourced

If you are comparing Unsourced and Profound, you have already accepted the premise: AI assistants now decide who gets seen, and you need to know where you stand. The question underneath the comparison is quieter and more important. Do you want a number that estimates your AI visibility, or do you want to open the actual answer where you were named and see the proof? That one difference shapes everything else.

A score answers “roughly how am I doing?”. Evidence answers “what happened, and what do I change?”

Most of this category is built around a score: run a batch of prompts, count how often a brand is mentioned, and turn it into a percentage. It trends nicely on a dashboard. But a score is an estimate sitting on top of the real thing, and when it moves you are left guessing why. Unsourced is built around the thing underneath: the specific answer, the exact question that produced it, whether your domain was cited, and whose was cited when yours was not.

Profound describes itself as a way to “optimize your brand's visibility in AI search” and leads with “Get a Demo” rather than public pricing, an enterprise-shaped tool. Unsourced is the opposite shape: self-serve and transparent from £39 a month, with a free trial, built for independents who need to act on what they find rather than commission a demo to see it.

Three things evidence lets you do that a score can't

• See the answer, not the average. When ChatGPT or Perplexity names a competitor instead of you, Unsourced shows you that exact answer and that exact question, so the gap is concrete rather than a dropped percentage point.
• Know whether AI actually read your page. A mention can come from a live crawl or from training data months old, and they mean very different things for your traffic. Origin Signal ties a verified crawl of your page to a model reproducing your words.
• Trust the visitor before you trust the number. Anything can write “GPTBot” into a user-agent. Bot Trust checks each crawler against the operator's published IP ranges and forward-confirmed reverse DNS, so the crawl data your decisions rest on is real.

Built to act on, and priced to start

The questions Unsourced tests come from your own demand, the searches you already rank for in Google and Bing, so the results map to traffic you actually care about rather than a generic prompt list. When you fix something, you can mark it actioned and Unsourced re-checks that exact topic about a week later, confirming a citation only when the evidence shows up, never on a promise. Needing a checkable record of where you stand in AI answers, and proof that your change moved it, without an enterprise commitment to find out — that is exactly the problem Unsourced is built to solve.

Why an enterprise visibility score can't answer this

In Unsourced’s own monitoring, across more than 150 versions of questions like “what's the best tool for AI brand visibility?” and “is there a tool that tracks whether my company shows up in AI-generated answers?”, AI assistants named hundreds of different tools — and rarely the same one twice from one week, or one rewording, to the next.

A polished enterprise score sits on top of that churn and smooths it into one number for the boardroom, but a number can't show you the answer that moved, the question behind it, or whether an AI actually read your page. Unsourced hands you the receipt instead — the exact answer, the verified crawl, and the gap — self-serve, with no demo to book first.

Unsourced and Profound, point by point

The Profound column is drawn from Profound’s own published information and was accurate at the time of writing; “not stated” means the company does not publish that detail. Pricing and features change — see the source link below.

The engineering difference: a score you are handed, versus a receipt you can open

Profound and Unsourced start from the same premise — AI assistants now decide who gets seen — but they answer it with different artefacts. Profound is an enterprise platform: it samples answers across assistants and rolls them into a brand-visibility score a team can track over time. That number is useful in a boardroom, but it is a summary; it sits one layer above the thing that actually happened.

Unsourced is built the other way round, from the evidence up. We run the specific questions your buyers ask ChatGPT, Claude, Perplexity and Gemini, capture each answer in full, and record whether your domain was named and linked. When it was, we cross-check our own server-side crawl logs to confirm a real, identity-verified bot from that AI company fetched your page, rather than a spoof wearing its user-agent. The output is not a score; it is the answer, the citation, and the crawl behind it.

That changes what you can do next. A score tells you roughly how you are trending. A receipt tells you which question moved, which page earned the citation, and whether a fix you shipped actually changed the answer, because we re-run that exact query afterwards and show the before and after. One is a dashboard you watch; the other is a chain of evidence you act on.

Profound is the right shape for a large brand team that wants a managed, enterprise rollout. Unsourced is for the operator who wants to open the proof themselves, self-serve, from £39 a month, with no demo to book first.

The number most visibility tools never check

Profound reports an AI visibility score built from a large prompt set. A score, however polished, still can't tell you whether the crawler behind a given mention was genuinely the AI it claimed to be.

In a two-week study, Human Security found 5.7% of traffic claiming to be a well-known AI crawler was fake, and DataDome reports the same agents are routinely impersonated. A tool that trusts the user-agent counts those spoofs as real AI interest. Unsourced checks every crawler against the operator’s published IP ranges and forward-confirmed reverse DNS — Verified, Impostor or Unverifiable — so the crawl behind a citation is evidence, not a string anyone can type.

Common questions

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What you walk away with

Whichever tool you choose, ask what it hands you. Every Unsourced account generates two reports built from your own live data — open them, check them, hand them to a client or your boss:

Sources & disclosures

This comparison is based on Profound's own published information, accurate as of 2026-07-16. Pricing and features change — follow the link for Profound's current details.

All competitor names, logos and brands are the property of their respective owners and are used here solely for nominative, comparative identification; their use does not imply affiliation with or endorsement by them. Each comparison is drawn from the competitor’s own publicly available information and was accurate as of the date shown — pricing and features change, so check the linked source for current details.

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