For agencies · Updated July 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 - becomes next month's content brief. Then the monthly proof 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 compounds through 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 and approval is role-gated; a draft left unreviewed for 7 days publishes with a notification - a default we disclose, changeable per client, 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 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. Monitoring identifies the buying questions leading AI assistants answer without your client in them; those gaps become the month's brief; then we write, publish and measure the content that answers them. 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 | Client's subdomain or your white-label domain - one DNS record either way, agency-branded |
Foundation Inc
Found by AI
Articles carry named human editors from your team or your client's - a real person, their job title and a public professional profile, with written-by and reviewed-by bylines. Review before publish is the default and approval is role-gated; a draft left unreviewed for 7 days publishes with a notification - a default we disclose, changeable per client. Translated articles follow the same rule. 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 | Configurable per client, role-gated; 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 - real research that reads the client's site and links deep into their product pages, layered quality gates, and rewrite passes that hunt down machine-sounding prose - then sign-off by a named editor from your team or your client's before anything goes out. 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 editor bylines and the review flow end to end on a call.
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
See the loop on one of your clients
Found by AI is sold only through white-label agency partners. Bring one client and we'll walk the monitoring, the articles it produced, the review flow and a real monthly report end to end.
Or start smaller: the free scan puts a focused set of buying questions to leading AI assistants and shows which get answered without your client - and who is named instead. The report comes to you.
Founding Pilot seats for agencies onboarding in 2026: one retained client, three report cycles, no cohort fee - and you walk away with a full export if it ends there. Ask us.
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 in your market.