For agencies · Updated September 2026
Found by AI vs Foundation Inc
A distribution-first content agency you hire. A white-label programme you resell.
Foundation Inc built its reputation on one argument: creation without distribution is wasted work. They operationalize it - senior strategists, creative production, and content wired into syndication, social, partnerships and PR, hired directly by brands under Foundation's own name. Found by AI is a white-label AI-search content programme sold only through agencies: the monitoring identifies the buying questions leading AI assistants answer without your client in them, those gaps become the month's brief, and we write, publish and measure the content - with your agency's logo on the portal, the report and the emails.
Stop at the dashboard.
Show the gap. Don't address it with content production. A client looking at a monitoring dashboard with no content production is not a recurring conversation; it's a quarterly question.
Write briefs from keyword tools.
Briefs come from search-volume guesswork. They produce useful articles, but the priorities don't reflect what AI assistants are actually citing for the client's category.
Turn monitoring evidence into the next brief.
Last month's monitoring evidence, competitor appearances, citation gaps, missing facts, weak topics, is where next month's topics are chosen from. Then the Monthly AI-Search Visibility Report shows what changed.
The wedge is the loop, not any single layer of it.
The core difference
Amplifying a piece across channels.
Or answering the question an assistant is already being asked.
Foundation's thesis is sound and their execution of it is the point of hiring them: a piece is produced, then pushed - syndicated, repurposed across formats, placed through partnerships, carried by social and PR, and measured as an asset over a long horizon. That takes senior strategists and distribution operators, and it is sold to the brand directly. If a client's model rewards content that keeps paying off across channels, Foundation is one of the best answers in B2B content and we would say so on a call.
Found by AI is not a cheaper content agency. It is a different mechanism, and it is sold to you rather than to your client. The loop is the product: the monitoring is the brief, not a dashboard - the questions AI assistants answer without your client become the month's articles. A named editor from your team or your client's signs the work - a real person with a job title, a public professional profile and written-by / reviewed-by bylines. Review before publish is the default for every new client brand, with a 7-day review window; publishing immediately after our quality gate is opt-in per client; dark until reviewed is available on request, and the client's own writers can publish alongside the articles the programme produces. It ships to a blog we host on the client's subdomain or your white-label domain - one DNS record either way, and the Monthly AI-Search Visibility Report shows what changed. Your brand, start to finish. We never solicit your clients.
Where each one sits
What Foundation Inc is best at
- Distribution. Syndication, partnerships, social, PR and format repurposing wired into the programme rather than left to the client after publish
- A senior bench: strategists, distribution operators and creative production, with a long track record of arguing and executing the distribution thesis
- A long horizon. Engagements are built to compound over quarters, with account management and measurement of each asset over time
- Best fit: a B2B brand with an in-house team to plug into, hiring a named agency directly for a multi-quarter programme
What Found by AI is doing instead
- Sold only through white-label agency partners. You resell it, we run it, and the client sees your brand - never ours
- The monitoring is the brief. Topics come from what AI assistants actually answer for the client's category, not from a distribution plan
- Named editors from your team or your client's, with public professional profiles; written-by and reviewed-by bylines with structured author data on every article
- We publish, then measure: articles go live on the client's subdomain or your white-label domain - one DNS record either way, and the monthly report documents what moved
The operating difference
Detection is where most tools stop. The production is what we own.
Found by AI runs one loop for agency partners. Every week we put your client's buying questions to AI assistants, for example ChatGPT and Google's Gemini, and record who gets named. The questions your client is missing from are where the month's topics are chosen; then we write, publish and measure the content that answers them, and the Monthly AI-Search Visibility Report documents what changed. The monitoring is not a dashboard: it is the brief. All of it ships under your agency's brand.
| Generates content? | Publishes for you? | Publishing surface | |
|---|---|---|---|
| Foundation Inc | Yes - senior human editorial | Yes - on the client's site, plus distribution | Client's own site, under Foundation's own name |
| Found by AI | Yes | Yes | A blog we host on the client's subdomain or your white-label domain, one DNS record, agency-branded; the same articles over the Content Delivery API or our WordPress connector |
Foundation Inc
Found by AI
AI does the research and the first draft; a named person from your team or your client's reviews, edits and signs it before it goes out. Articles the programme produces can carry the name of the person who reviewed them; posts your client's team write name their writer. Three publish modes, chosen per client: review before publish is the default for every new client brand, with a 7-day review window; publishing immediately after our quality gate is opt-in per client; dark until reviewed is available on request. Translations follow the same mode as the original. The client's own writers can publish alongside the articles the programme produces. We never solicit a partner's clients.
Structural comparison
Deliberately no price table. Foundation scopes engagements rather than publishing rates, we don't publish ours, and second-hand figures rot - the useful comparison is what each engagement actually is.
| Found by AI | Foundation Inc | |
|---|---|---|
| Who buys it | Agencies - resold to their clients under their own brand | Brands, hiring the agency directly |
| Shape of the work | A recurring monthly loop: brief → write → publish → report | A multi-quarter programme built around distribution |
| Where the topics come from | Monitoring evidence - the buying questions AI assistants answer without the client | Editorial and distribution strategy set by senior strategists |
| Author accountability | A named reviewer from your team or your client's - real job title, public profile linked - with role-accurate written-by / reviewed-by credits and structured author data | Named human writers and editors by default - it's an editorial agency |
| Review before publish | Three modes per client: review window (the default, 7 days), publish immediately (opt-in), dark until reviewed (on request); the client's own writers can publish alongside the articles the programme produces | Handled inside the engagement's editorial process |
| Whose brand the client sees | Yours - white-label portal, report and emails | Theirs - you're hiring a named agency |
| Distribution and amplification | Not part of the product - no PR, no syndication, no partnerships | The whole proposition, and they're among the best at it |
Key differences
Choose Foundation Inc if...
- Amplification matters as much as the writing - syndication, partnerships, PR and repurposing are the lever, and that is genuinely their strength
- The client has an in-house team to plug into and a horizon long enough for a distribution programme to compound
- You want a named agency with a public reputation attached to the work, rather than a supplier operating quietly behind your brand
Choose Found by AI if...
- You're an agency that wants to sell an AI-search content programme without hiring writers or building the pipeline yourself
- The distribution surface that matters for this client is the AI answer itself - where the question is asked and answered in one place
- You need consistent monthly coverage published and measured, not a small number of flagship assets pushed hard
- The client relationship must stay yours - your brand on every surface, and a supplier who never approaches them
Why this isn't 'AI in a coat'.
Every client asks their agency the same question: why can't we just do this with ChatGPT ourselves? The honest answer: you can write one good article that way.
We built the machinery for the fiftieth one. AI does the research and the first draft; a named person from your team or your client's reviews, edits and signs it before it goes out. Review before publish is the default for every new client brand; publishing immediately is opt-in, per client. It runs every month, on a schedule, under your agency's brand.
See how the programme works → Judge the output for yourself: we walk real articles, the bylines and the review flow end to end on a walkthrough.
Frequently asked questions
Is Found by AI a replacement for Foundation Inc?
No. Foundation is a senior B2B content agency built around distribution - syndication, partnerships, social and PR - hired directly by brands, under their own name. We are a white-label AI-search content programme sold only through agencies: you resell it, we run the monthly loop, and your brand is on it. We don't run distribution programmes and we don't have a senior strategist bench. If amplification is the job, hire Foundation.
What does "distribution-first" mean, and does it conflict with what you do?
It means a piece isn't finished when it's published - it's pushed through syndication, partnerships, social and PR, and measured as an asset over time. We agree with the thesis; we just work a different surface. The AI answer is a place where the question gets asked and answered in one step, so our mechanism is coverage of those questions plus measurement, not amplification of a flagship piece. Both can be true at once.
What does Foundation do that Found by AI doesn't?
The whole distribution side: PR outreach, syndication, partnerships, social, format repurposing across video and audio, and account-managed measurement across a long horizon. They also bring senior strategist depth we don't claim. Ours is narrower and differently shaped: the monitoring becomes the brief, the articles get written and published with a named editor from your team or your client's behind them, and the report closes the loop - under your agency's brand.
Could an agency use both?
For a large client, plausibly - a distribution partner for the flagship work and us for the recurring AI-answer coverage underneath it. They don't compete for the same slot in a plan. What we would not do is position ourselves as the budget version of a senior content agency; that would mislead you and disappoint your client.
Bottom line
Foundation Inc sells distribution-led content to brands, under their own name, and they've been making that argument longer and better than almost anyone - if amplification is the job, hire them. Found by AI sells a monthly loop to agencies: the monitoring becomes the brief, we write and publish the articles with a named editor from your team or your client's behind them, and the report documents what changed - with your brand on every surface and a standing promise that we never approach your clients. Not a cheaper content agency. A different mechanism, sold to a different buyer. We promise the process, not an outcome.
More content comparisons
Next step
Run the loop on one client. Judge us on three reports.
Bring one retained client. We show you the monitoring, the articles it produced, the review flow and a real report. Three monthly reports later, you decide.
Founder terms, for agencies signing up through 31 December 2026: the founder rate is locked when you claim it and runs on a 12-month agreement per client brand, with one brand swap inside the term. Your first client brand is the trial: one retained client, three monthly report cycles, then decide at the third report. Roll out on the founder term, or stop there and take a full export. No minimum on standard monthly terms. No per-brand setup fee; a one-time partner onboarding fee applies, waived for founding partners.
Not an agency? Then we're not the right people to buy from, but your agency might be. Get in touch and we'll tell you plainly whether there's a partner for you.