Agent View
The site as an AI agent gets it, beside the site as a person sees it. What it can read, what it has to cut away, and what it never sees.
LaunchFree .ioBrowseRunway RadarResearchWhat you getStandardsGet on the runway ↑
The Runway. Free. Forever.
Every launch needs
a runway.
Yours is free.
If you're building it, it belongs here. LaunchFree is the free launch platform for AI tools, SaaS, developer tools, creator tools, and everything in between. Zero fees, always.
LaunchFree.io runs The Runway, a free product launch directory.
↑ Get on the runway
Browse the runway
3299
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The Runway. Free. Forever. # Every launch needs a *runway.* Yours is free. If you're building it, it belongs here. LaunchFree is the free launch platform for AI tools, SaaS, developer tools, creator tools, and everything in between. Zero fees, always. LaunchFree.io runs The Runway, a free product launch directory. [↑ Get on the runway](https://launchfree.io/submit.html) [Browse the runway](https://launchfree.io/#listings) 3299Launches listed $0Cost to list 24hAvg. review time ∞Always free ✉️ The Runway Radar ## The week's best launches. Every Tuesday. Fresh launches from builders and founders, curated weekly and delivered free. No noise. Just the launches worth knowing about. Free. No spam. Unsubscribe anytime. Powered by Beehiiv. For everything you're building ## The free launch platform for whatever you build. LaunchFree is the free launch platform for AI tools, SaaS, GPTs and AI agents, Chrome extensions, mobile apps, developer tools, open-source projects, creator tools, APIs, newsletters, no-code apps, micro-SaaS, and bootstrapped side projects. Whatever you're launching, it belongs on The Runway. [AI tools & agents](https://launchfree.io/categories/ai-ml.html) [SaaS](https://launchfree.io/categories/saas.html) [Developer tools](https://launchfree.io/categories/developer-tools.html) [Creator tools](https://launchfree.io/categories/creator-tools.html) [Productivity apps](https://launchfree.io/categories/productivity.html) [Fintech](https://launchfree.io/categories/fintech.html) [Marketing tools](https://launchfree.io/categories/marketing.html) [Health & wellness](https://launchfree.io/categories/health.html) [Education](https://launchfree.io/categories/education.html) [Community apps](https://launchfree.io/categories/community.html) [E-commerce](https://launchfree.io/categories/e-commerce.html) [Travel](https://launchfree.io/categories/travel.html) [Affiliate tools](https://launchfree.io/categories/affiliate.html) [Services](https://launchfree.io/categories/service.html) [Entertainment](https://launchfree.io/categories/entertainment.html) [Lifestyle](https://launchfree.io/categories/lifestyle.html) > "I tried to list my own launch on day one and hit a paywall. Then another. Then another. So I built the site I needed and made sure it would never charge anyone to be seen." **Julie James**, Founder · Automated Income Tools LLC May 6, 2026: the day this got built. Why this exists ## Born on a frustrating Tuesday. On May 6th, 2026, we were trying to get our launch in front of people. We hit a paywall on one platform. A months-long approval queue on another. A premium listing upsell on a third. Every platform that was supposed to help people launch had found a way to charge them for the privilege. **We thought that was wrong.** So we built LaunchFree.io. The place where anyone building anything gets a fair shot at being discovered, regardless of budget, background, or business model. The Runway ## Launches on the runway Just landed [+ Sponsor spot available One builder-friendly product at a time, right here in front of every launch. Clearly labeled, never affects rankings. Available Learn more →](https://launchfree.io/advertise.html) ## Most voted this week Ranked by upvotes from the last 7 days. The count rolls forward every day, so every launch gets a fair shot. Loading launches... [Browse all launches by category →](https://launchfree.io/directory.html) What you get when you list ## Concrete. Honest. Free. No vague promises. Here's exactly what listing on LaunchFree.io does for your launch. 01 A permanent listing Your launch lives on LaunchFree.io permanently, indexed by search engines and discoverable by anyone searching for what you're building. 02 A free dofollow backlink Every listing includes a permanent dofollow backlink to your site. Real SEO value, no charge, no tricks. Good for domain authority from day one. 03 Weekly newsletter feature Every Tuesday, new listings are featured in The Runway Radar, sent to builders actively looking for new launches to try and share. 04 Community upvotes Visitors can upvote your launch. Top-voted listings rise to the top of the trending feed and earn a spot in weekly radar highlights. 05 Your own listing page Every approved launch gets a permanent page at launchfree.io/listings/your-launch. Share it everywhere. It's yours. 06 Zero fees. Ever. The core listing is free. It will always be free. We make money through optional sponsored placements, never by charging builders to be discovered. The Runway Standard ## Who belongs on the runway If you're building it, it belongs here. Every stage, every budget, every niche. One standard: be real. Free doesn't mean anything goes. The Runway has one job: to be the most trusted free launch directory on the internet. Every listing is real, every founder is legitimate, every launch serves a genuine purpose. We review every submission before it goes live. ### ✦ Welcome on the runway - ✓Any legal business, product, service, or idea - ✓Pre-launch, beta, waitlist, and early access - ✓Side projects, MVPs, and works in progress - ✓Solo builders, small teams, first-time founders - ✓Every industry, niche, and category - ✓Free and paid launches both welcome - ✓International founders and global launches ### ✗ Not on this runway - ✗Illegal products, services, or businesses - ✗Anything that promotes harm to people or animals - ✗Adult content, gambling, or weapons - ✗Scams, pyramid schemes, or deceptive launches - ✗Spam tools or products designed to manipulate - ✗Hate-based or discriminatory content - ✗Duplicate or fake listings See something that shouldn't be here? [Report it to us](mailto:[email protected]) and we'll review within 24 hours. Get on the runway ## List your launch free No credit card. No approval fee. No catch. Whatever you're building, if you're launching it, it belongs here. ### Ready for takeoff? Our submission form takes about 3 minutes. Tell us about your launch, your story, and how to reach you. We'll handle the rest. ✓ Free forever ✓ 24h review ✓ Dofollow backlink ✓ Newsletter feature ✓ No credit card [↑ Submit your launch](https://launchfree.io/submit.html) Questions? [[email protected]](mailto:[email protected]) Kept free by builders > “So grateful that Julie is committed to helping us get started. I am kicking some cash her way in hopes to allow her to keep going!” Leftygirl Productions, Runway supporter The Runway is free to list, forever. If it has helped your launch, you can help keep it that way. [☕ Buy me a coffee](https://www.buymeacoffee.com/launchfreeio)
No <main>: Wrap the page’s own content in <main>, so a reader knows where it starts and stops, and Clean can be measured.
The figures
100 pages, set against the 168,316 sites with figures and 651 in software.
- Readablehigher is better
- 100%100 of 100 pages
- All 168,316 sitesBetter than 47%651 software sitesBetter than 47%
Pages whose own text is in the HTML the server sends, enough of it for their kind.
- Cleanhigher is better
- 94%middle page
- All 168,316 sitesBetter than 91%651 software sitesBetter than 79%
Of the words before script, the share that are the page and not menus, footer and forms. 98 pages are not measured, with no <main> or no words.
- Costshown, never scored
- 199,912tokens
- About 1,999 a page
To read every page once. A long page that answers well is not worse for it. Tokens are estimated at about 4 characters each.
How its pages spread on Clean
2 pages measured. Not measured: 98 with no <main> or no words.
Against its rivals
The sites nearest it by what they do, with figures. Close means similar work, not better.
| Readinghigher is better | Costnot scored | ||
|---|---|---|---|
| Site | Readable | Clean | Tokens a page |
| launchfree.ioThis site, 100 pages | 100% | 94% | 1,999 |
| justlaunched.fyi100 pages | 100% | 76% | 2,875 |
First of 2 on Readable, first on Clean.
AI crawler access
What robots.txt says to each, as read on October 23, 2026. 8 of 8 may read the site.
| Crawler | robots.txt says | Used for | The line that decides |
|---|---|---|---|
| GPTBotOpenAI | Allowed | Training models | User-agent: GPTBot / Allow: / |
| OAI-SearchBotOpenAI | Allowed | ChatGPT search | User-agent: OAI-SearchBot / Allow: / |
| ChatGPT-UserOpenAI | Allowed | A page a person asks about | User-agent: ChatGPT-User / Allow: / |
| ClaudeBotAnthropic | Allowed | Training models | User-agent: ClaudeBot / Allow: / |
| Claude-SearchBotAnthropic | Not named | Claude’s search | Falls to User-agent: * |
| PerplexityBotPerplexity | Allowed | Perplexity search | User-agent: PerplexityBot / Allow: / |
| Google-ExtendedGoogle | Allowed | Training Gemini | User-agent: Google-Extended / Allow: / |
| bingbotMicrosoft | Allowed | Bing and Copilot | User-agent: bingbot / Allow: / |
Every AI crawler mttr checks may read it. Not named means the rules for every crawler apply.
Every page
Worst first. Each opens in Agent View at the top.
98 pages of 100 lose something. Pick a loss to see what to do about it.Open the action plan
| What an agent getshigher is better | Signals | Costnot scored | ||||
|---|---|---|---|---|---|---|
| Page | Words | Clean | Readable | Main heading | Tokens | What it loses |
| / | 858 | No <main> | Yes | Yes | 1,665 | No <main> |
| /bootstrap-founder-tools.html | 462 | No <main> | Yes | Yes | 773 | No <main> |
| /browse.html | 66 | No <main> | Yes | Yes | 123 | No <main> |
| /categories/affiliate.html | 153 | No <main> | Yes | Yes | 671 | No <main> |
| /categories/ai-ml.html | 5,201 | No <main> | Yes | Yes | 17,684 | No <main> |
| /categories/community.html | 347 | No <main> | Yes | Yes | 1,377 | No <main> |
| /categories/creator-tools.html | 2,391 | No <main> | Yes | Yes | 8,328 | No <main> |
| /categories/developer-tools.html | 2,636 | No <main> | Yes | Yes | 9,121 | No <main> |
| /categories/e-commerce.html | 1,325 | No <main> | Yes | Yes | 4,895 | No <main> |
| /categories/education.html | 1,707 | No <main> | Yes | Yes | 6,148 | No <main> |
| /categories/entertainment.html | 1,650 | No <main> | Yes | Yes | 5,597 | No <main> |
| /categories/fintech.html | 1,645 | No <main> | Yes | Yes | 6,004 | No <main> |
| /categories/health.html | 881 | No <main> | Yes | Yes | 3,325 | No <main> |
| /categories/lifestyle.html | 1,206 | No <main> | Yes | Yes | 4,138 | No <main> |
| /categories/marketing.html | 1,869 | No <main> | Yes | Yes | 6,682 | No <main> |
| /categories/other.html | 936 | No <main> | Yes | Yes | 3,501 | No <main> |
| /categories/productivity.html | 4,616 | No <main> | Yes | Yes | 15,966 | No <main> |
| /categories/saas.html | 2,908 | No <main> | Yes | Yes | 10,777 | No <main> |
| /categories/service.html | 1,158 | No <main> | Yes | Yes | 4,342 | No <main> |
| /categories/travel.html | 536 | No <main> | Yes | Yes | 2,019 | No <main> |
| /directory.html | 5,220 | No <main> | Yes | Yes | 17,751 | No <main> |
| /disclaimer.html | 481 | No <main> | Yes | Yes | 838 | No <main> |
| /faq.html | 493 | No <main> | Yes | Yes | 799 | No <main> |
| /free-product-launch-directory.html | 509 | No <main> | Yes | Yes | 846 | No <main> |
| /indie-maker-directory.html | 465 | No <main> | Yes | Yes | 804 | No <main> |
Show where it stands
A card, a badge and a line, each with the figures.

A badge for the site
<a href="https://mttr.si/agent-view/launchfree.io"><img src="https://mttr.si/agent-view/launchfree.io/badge.svg" alt="Agent View: 100% readable, 94% clean" height="20"></a>
The figures in one line
launchfree.io in Agent View: 100% of pages readable, better than 47% of software sites; 94% clean; 199,912 tokens to read all 100 pages. mttr.si/agent-view/launchfree.io
What to do next
Fix the pages, let an agent do it, and read the site again to see the figures move.
Fix what agents miss
- Wrap 98 pages in <main>Clean measured
Connect your agent
Claude Code, Codex or Cursor reads the site’s fixes over MCP, fixes a page in your code, has mttr read it again, and checks the fix landed.
https://mttr.si/mcpSet up an agent
Claim the site
Prove it is yours with a DNS record or a file. Your agent can then reach its reads and jobs, and set each change to wait for your approval.
Claim the siteDrawn from the HTML mttr fetched on its read of October 23, 2026, not a screenshot, and only from the 100 pages read, where the read stopped at its page limit. An assistant’s own reader may differ. Tokens are estimated at about 4 characters each. A site an agent reads well is not a site an assistant cites.