Updated May 2026
Found by AI vs Daydream
Programmatic SEO at agency scale. Productized AI-search content at a different price point.
Daydream is a $15M-Series-A-funded AI-native SEO agency. They combine AI agents with senior human strategists to produce programmatic, SEO-optimized pages on your domain at scale, with pricing guidance of $15K-$30K/month for Series A B2B tech. If long-tail programmatic page production on your site is the job, Daydream is the right company. Found by AI produces different content: structured articles, FAQs, and comparison pages answering AI-search queries that monitoring shows you're missing from - at €199-€799/month, with publishing support. Two content jobs, two price points.
The Core Difference
Programmatic SEO pages at volume on your domain. Recurring AI-search articles produced and prepared for publication.
Daydream announced a $15M Series A in April 2026 from WndrCo, First Round Capital, and Basis Set Ventures, bringing total funding to $21M. The product is an AI-native SEO agency combining SEO agents with senior human strategists to produce large volumes of programmatic, SEO-optimized pages on your domain - capturing long-tail search and AI-search traffic at scale. Their pricing guidance suggests Series A B2B tech ($5M-$15M ARR) should budget $15K-$30K/month, scaling higher for later stages. If your business model rewards capturing long-tail search at volume and you have the budget for a senior strategist bench plus programmatic-page production, this is a serious, well-funded answer.
Found by AI does a narrower content job. We're not an agency, we don't produce programmatic SEO pages, and we don't have a senior strategist bench. What we do: recurring AI-search content production - structured articles, FAQs, comparison pages, and refreshes (typically 3-16 articles plus refreshes per month) informed by AI visibility monitoring that surfaces where you're missing from ChatGPT, Perplexity, and Google AI Overview answers. AI Content runs €199-€799/month with publishing support and AI Monitoring included. Not substitutes; if programmatic SEO at volume is what you need, Daydream is the right call.
Where each one sits
What Daydream is best at
- Full-service AI-native SEO agency: combines SEO agents with senior human strategists to handle strategy, technical SEO, content production, and attribution end-to-end
- Programmatic SEO on your domain: large volumes of AI-generated, SEO-optimized pages from structured data, designed to capture long-tail search traffic
- Resourcing: $15M Series A in April 2026 (WndrCo, First Round Capital, Basis Set Ventures) - backing a serious go-to-market with senior strategists, hiring, and product investment
- Suited for Series A+ B2B tech with the budget Daydream's own pricing guidance describes: $15K-$30K/month at Series A ARR, scaling higher with stage
What Found by AI is doing instead
- Affordable monitoring on purpose. €14/month annual on Minimum; €39/month on Growth with a personalized site-aware monthly playbook. Citation, sentiment, and competitor benchmarking included on every tier - so the budget can sit in content, not diagnostics
- Recurring AI Content production with publishing support, not sold as a separate placement
- Productized AI Content tiers: Minimum €199/mo annual (€239 monthly): 3 launch, 2/month, 1 language; Growth €399/mo annual (€479 monthly): 8 launch, 4/month, 3 languages; Pro €799/mo annual (€959 monthly): 16 launch, 8/month, 10 languages; AI Content includes AI Monitoring Minimum on every plan, monthly and annual; Growth is available as a paid upgrade
- Monitoring-informed content engine. Every plan includes AI Monitoring Minimum - monthly and annual. Monitor, content, report, in one subscription, at fractional cost
The operating difference
Monitoring shows the gap. AI Content does the work.
Found by AI pairs low-cost AI Monitoring with recurring content production. The found-by.ai profile is an optional included surface, not a separate product or proof claim.
| Generates content? | Publishes for you? | Publishing surface | |
|---|---|---|---|
| Daydream | Yes (programmatic pages) | Yes (on customer site) | Customer's own site |
| Found by AI | Yes | Yes | Recurring AI Content; optional found-by.ai profile |
Daydream
Found by AI
AI Monitoring is the diagnostic. Recurring AI Content is the paid work; the optional profile is included and can be skipped without changing price.
Feature comparison
Daydream is a $15M-funded full-service AI-native SEO agency. Found by AI is a productized monthly subscription with customer-site AI Content production, publishing support, and optional profile inclusion. The honest comparison is on shape and price, not agency-equivalent depth.
| Found by AI | Daydream | |
|---|---|---|
| Pricing | €14-€39/mo monitoring; €199-€799/mo AI Content | $15K-$30K/mo at Series A ARR, scaling higher (per Daydream's own published pricing guidance) |
| Product shape | Productized monthly subscription | Full-service AI-native SEO agency (agents + senior strategists) |
| Content execution | Customer-site publishing support; optional found-by.ai profile when useful at no extra charge | Customer's own domain (programmatic pages) |
| Optional profile | Optional/free add-on; customers do not pay separately and can opt out | Not applicable |
| Funding / scale | Bootstrapped, small team, productized scope | $15M Series A (April 2026); $21M total raised |
| AI visibility monitoring | Included - €14/mo annual Minimum; €39/mo Growth (citation, sentiment, competitor benchmarking) | Part of broader strategy/execution scope (not a standalone monitoring product) |
| Free entry point | Free AI Visibility Check + 30-day Minimum trial (CC required); 14-day money-back on Growth | Sales-led - quote/discovery process |
| Best fit | Teams wanting an AI Content execution layer at fractional cost - without buying an agency engagement | Series A+ B2B tech with budget for full-service AI-native SEO at agency scale |
Key Differences
Choose Daydream if...
- You're a Series A+ B2B tech company with the budget Daydream's own published guidance describes ($15K-$30K/month at Series A ARR, scaling higher)
- You want full-service execution: senior SEO strategists, technical SEO, programmatic page production on your own domain, attribution setup - all in one engagement
- Your business model rewards capturing long-tail search and AI-search traffic at volume, and you want AI-generated programmatic pages live on your own domain
Choose Found by AI if...
- The content job is AI-search articles, FAQs, and comparison pages - not programmatic SEO at volume
- You want AI visibility monitoring across ChatGPT, Perplexity, and Google AI Overview informing what gets written - and the content produced and prepared for publication for you
- Productized monthly pricing at €199-€799/month matters more than a full-service agency engagement
- You don't need a senior strategist bench or technical SEO depth - you need content production on a steady cadence
Why this isn't 'AI in a coat'.
Every prospect asks the same question: why can't I just do this with ChatGPT myself? The honest answer: you can write one good article that way.
We built an engine for the next 50 - multi-pass humanization, structured review gates, and prompt engineering tuned specifically against the generic AI tone. It's a built product, not a single prompt to a chatbot - and not something a single ChatGPT session replicates.
See the case studies on AI Content → Real output. Read them and judge for yourself. Before/after samples available on a call.
Frequently asked questions
Is Found by AI a replacement for Daydream?
No. Daydream is a $15M-Series-A-funded AI-native SEO agency. They combine AI agents with senior human strategists to produce large volumes of programmatic, SEO-optimized pages on your domain - capturing long-tail search at scale. Their own pricing guidance suggests Series A B2B tech should budget $15K-$30K/month, scaling higher with stage. Found by AI doesn't do programmatic SEO. We produce structured AI-search articles, FAQs, and comparison pages - typically 3-16 articles plus refreshes per month - at €199-€799/month. If long-tail programmatic page production on your domain is the job, Daydream is the right company. We're not built for that.
What can Daydream do that Found by AI can't?
Several real things. Programmatic page production at volume - generating large numbers of templated SEO pages from structured data is their core capability, not ours. Technical SEO and site architecture at depth, with senior strategists shaping the program. Full-service execution where the agency takes the SEO function end-to-end. And the scale $15M of Series A funding lets them bring to a senior bench. Found by AI is narrower: AI-search content production (articles, FAQs, comparison pages) informed by visibility monitoring, at productized prices. If your business model rewards capturing long-tail search at volume, that's Daydream's lane.
Why such a price difference?
Different products, different costs. Daydream runs an AI-native agency: senior strategists, AI agents, full-service execution, programmatic pages at scale. Their pricing guidance suggests $15K-$30K/month for Series A B2B tech, and the labor and seniority justify it. Found by AI is a productized AI Content service at €199-€799/month. We don't bill for senior-strategist hours, we don't run programmatic-page operations, and we cover a narrower job. The price difference reflects scope, not quality parity.
When should I pick which?
Pick Daydream if you're a Series A+ tech company with budget for a full-service AI-native SEO agency, you want senior strategists shaping technical SEO and programmatic content production on your domain, and your business model rewards capturing long-tail search at volume. Pick Found by AI if you want recurring AI-search content - articles, FAQs, comparison pages - produced and published in response to AI visibility monitoring, at €199-€799/month. Some companies use both: Daydream for programmatic SEO at scale on their domain, us for recurring AI-search article production alongside.
Bottom line
Daydream is a $15M-funded AI-native SEO agency producing programmatic pages on customer domains at $15K-$30K/month-and-up. Senior strategists, AI agents, full-service execution, long-tail search at scale. If that's what your business needs, Daydream is a serious, well-funded answer. Found by AI is a productized AI Content service at €199-€799/month: structured articles, FAQs, comparison pages, and refreshes - produced and prepared for publication, informed by AI visibility monitoring. Not comparable on programmatic page production (we don't do that) or senior strategist depth (we don't have that bench). Both are content-side work for AI-search. If you need programmatic SEO, hire Daydream. If you want recurring AI-search content production, that's us.
More content comparisons
Recurring AI Content, produced from monitoring gaps
€199-€799/month. We write, prepare, and support publishing customer-site AI Content.