No-code promised that anyone could build software without writing code. Then AI coding tools made writing code something anyone could do, by asking. Since early 2025 the obituaries have been easy to write: Airtable sold for a fraction of its peak valuation, Wix and Webflow cut staff, and one visual app builder shut down saying AI had made it obsolete. Meanwhile Lovable says its run rate passed $600 million, and Wix says Base44 went from a few million to about $150 million of ARR in a year.
The obituaries are half right. We compared the two camps on the same scales: sites each platform publishes on its own default domain in the public web crawl, domain popularity in the Tranco ranking, the share of businesses paying each vendor on Ramp, the filings of the one public incumbent, Wix, and the deals and layoff memos of the private ones. The data splits no-code in two. The tools for building apps without code lost that job to AI builders. The tools for building sites and automations held, and some grew fast. Every incumbent we checked bolted on AI; Airtable was sold and Bildr shut. Company numbers are the companies' own claims, and every number links to its source. The methodology has the details.
Key findings
- 1The app builders lost the job. Common Crawl's October 2026 crawl, a sample of the web, found 10,970 sites on AI builders' default domains (Lovable, Replit, Base44, Bolt, Manus, Figma Sites) and 966 on the five no-code app builders' (Bubble, Glide, Softr, FlutterFlow, Adalo), by our count. In January 2025 it was 235 against 1,220. The AI side passed in October 2025.
- 2Lovable alone dwarfs Bubble on the public web. The crawl found 7,917 apps on
lovable.appand 149 onbubbleapps.io. In the Tranco ranking of popular domains,lovable.appis #3,064 andbubbleapps.io#56,743; Lovable's own site passedbubble.ioin September 2025. - 3The rest of no-code didn't die. 9 of 12 no-code platform domains rank higher in Tranco than in August 2023: n8n 13 times higher, Framer almost five times. Framer's crawled sites grew from 436 to 5,107 since early 2024, and Wix's crawled free sites stayed level (91,222 accounts in early 2023, 92,598 now).
- 4Webflow is the one site builder losing buyers. Among businesses on Ramp that bought a site builder or web host, the share paying Webflow fell from 25.8% to 18.5% between October 2024 and September 2026, from #2 to #4, by Ramp's data. Lovable went from zero to 9.6%. Squarespace and Wix stayed flat.
- 5Revenue kept growing; valuations didn't. Bending Spoons bought Airtable at an enterprise value of $1.285 billion, implying ~$2.25 billion of equity, 81% below its 2021 round, while Airtable's ARR was still growing over 20% to ~$480 million. Wix's revenue rose 44% from 2022 to 2025; its stock fell 81% between January 2025 and June 2026.
- 6The cuts came in 2026. Wix cut about 1,000 jobs (~20%) in May, Webflow made a second, unsized cut the day before and pivoted to an "agentic web marketing platform", and Airtable's new owner laid off a "large part" of its team in October.
- 7Wix's answer was to buy a vibe-coding tool. Base44 went from "just a few million" of ARR at the June 2025 acquisition to ~$150 million by May 2026, Wix says. Bubble's co-CEO said in March that its AI offering is "not yet at par" with AI-first rivals.
- 8One death says AI did it. Bildr, a visual full-stack app builder, shut down on 25 May 2026. "AI made Bildr obsolete. Not gradually. Quickly," wrote Mark Magnuson, announcing the shutdown.
11×
Public sites on AI builders' domains vs the five no-code app builders', Oct 2026 crawl (10,970 vs 966)
Our count
Source: Common Crawl
9 of 12
No-code platform domains ranked higher in Tranco in Oct 2026 than in Aug 2023
Our count
Source: Tranco
18.5%
Share of Ramp businesses buying site builders that pay Webflow, Sep 2026 (25.8% in Oct 2024)
Source: Ramp
−81%
Airtable's implied equity value at its sale vs its Dec 2021 round ($2.25B vs $11.7B)
Source: Bending Spoons
Two kinds of no-code#
"No-code" has always covered two different jobs. One is building an app: a database, logins, screens and logic, without writing code. Bubble, Glide, Softr, FlutterFlow, Adalo and Bildr sell that. The other is building a site or automating work: a marketing site, a portfolio, a landing page, or a workflow that moves data between tools. Wix, Squarespace, Webflow, Framer, Zapier and n8n sell that. Airtable and Retool sit in between, as databases and internal-tool builders.
Vibe coding competes head-on with the first job. Lovable, Bolt, Replit and Base44 take a description and return a working app with a database and sign-in, hosted on their own domain. They compete with the second job much less: a marketing site needs a designer and a marketing team to keep editing it, and an automation needs connectors to a hundred other tools. The data below follows that line almost exactly.
The app builders lost the job#
Every app builder, old or new, gives its users a free default address: name.bubbleapps.io, name.softr.app, name.lovable.app. Common Crawl, the open web crawl, records the sites it finds under each. That's a count of apps that someone published and linked in public and that the crawl happened to fetch, a sample rather than a census of apps that exist, and it misses every custom domain. But it's the same method for both camps.
Public apps on AI builders' vs no-code app builders' domains
Distinct sites Common Crawl fetched on each group's default domains, per crawl, Feb 2023 to Oct 2026
| Series | x | y |
|---|---|---|
| AI builders | Feb 2023 | 0 |
| AI builders | Jun 2023 | 1 |
| AI builders | Oct 2023 | 4 |
| AI builders | Dec 2023 | 11 |
| AI builders | Mar 2024 | 26 |
| AI builders | Jun 2024 | 19 |
| AI builders | Sep 2024 | 46 |
| AI builders | Dec 2024 | 201 |
| AI builders | Jan 2025 | 235 |
| AI builders | Apr 2025 | 276 |
| AI builders | Jul 2025 | 838 |
| AI builders | Oct 2025 | 1,233 (passes) |
| AI builders | Jan 2026 | 2,545 |
| AI builders | Apr 2026 | 3,432 |
| AI builders | Jul 2026 | 5,011 |
| AI builders | Sep 2026 | 11,056 |
| AI builders | Oct 2026 | 10,970 |
| No-code app builders | Feb 2023 | 937 |
| No-code app builders | Jun 2023 | 726 |
| No-code app builders | Oct 2023 | 734 |
| No-code app builders | Dec 2023 | 1,046 |
| No-code app builders | Mar 2024 | 912 |
| No-code app builders | Jun 2024 | 918 |
| No-code app builders | Sep 2024 | 1,325 |
| No-code app builders | Dec 2024 | 1,780 |
| No-code app builders | Jan 2025 | 1,220 |
| No-code app builders | Apr 2025 | 2,219 |
| No-code app builders | Jul 2025 | 1,343 |
| No-code app builders | Oct 2025 | 1,148 |
| No-code app builders | Jan 2026 | 1,046 |
| No-code app builders | Apr 2026 | 1,232 |
| No-code app builders | Jul 2026 | 1,090 |
| No-code app builders | Sep 2026 | 1,122 |
| No-code app builders | Oct 2026 | 966 |
Sources: Common Crawl index; host0 count, 23 Oct 2026
The no-code app builders didn't collapse; they stalled. Their public footprint in October 2026 (966 sites) is about where it was in early 2023 (937). The AI builders went from 235 to 10,970 in 21 months, and Lovable accounts for most of it.
Public sites per platform, October 2026
Distinct sites Common Crawl fetched on each platform's default domain, CC-MAIN-2026-43
| Label | Value |
|---|---|
| Webflow | 8,457 (webflow.io) |
| Lovable | 7,917 |
| Framer | 5,107 (3 domains) |
| Replit | 1,122 |
| Base44 | 940 |
| Manus | 837 |
| Glide | 385 (2 domains) |
| Softr | 257 |
| Bubble | 149 |
| FlutterFlow | 147 |
| Bolt | 113 |
| Adalo | 28 |
Sources: Common Crawl index; host0 count, 23 Oct 2026
The domain ranking tells the same story. Tranco combines several traffic and DNS sources into a list of the most popular domains. One by one, the AI builders passed the no-code app builders, and then started on the site builders.
When AI builders out-ranked no-code domains
First monthly Tranco list in which the AI domain ranked higher and stayed ahead through 22 Oct 2026
Jun 2025
Jun 2025
cursor.com passes bubble.io
Cursor's site out-ranks Bubble's own.Jul 2025
Jul 2025
lovable.app passes bubbleapps.io
The domain Lovable's apps live on out-ranks the one Bubble's apps live on.Sep 2025
Sep 2025
lovable.dev passes bubble.io
Base44's site passes Softr's and Adalo's the same month.Jan 2026
Jan 2026
lovable.app passes bubble.io and framer.website
Lovable's hosted apps now out-rank Bubble's homepage.Jun 2026
Jun 2026
lovable.dev passes framer.com
Cursor passed Framer a month earlier, Replit in March.Sep 2026
Sep 2026
base44.com passes bubble.io
#16,843 against #17,180 on 22 October.Not yet
Not yet
Webflow holds
webflow.com (#2,808) still out-ranks lovable.dev (#3,564), and webflow.io (#2,994) just out-ranks lovable.app (#3,064).
Sources: Tranco list, 22 Oct 2026; host0 analysis of 47 monthly lists
The incumbents who build apps say much the same in their own words. Bubble's co-CEO Emmanuel Straschnov called the idea that anyone can vibe-code software that scales "a false promise" in October 2025, when Bubble said it had nearly 6 million builders and nearly 7 million apps. Five months later he told users that "our AI offering is not yet at par with some of the AI-first companies in our space", and in July Bubble said it was exploring letting outside models build Bubble apps: "We don't want to be a separate ecosystem that people cannot interact with".
The honest answer is that AI made Bildr obsolete. Not gradually. Quickly.
Bildr was a visual platform for building full web apps. On the day it shut, Magnuson wrote that a user who had spent months building an app on it, with significant help from his team, moved it off the platform "in a couple of days" with Claude Code, without any support from that team: screenshots of every screen, a migration plan Claude helped write, then Claude implementing it.
Sites and automations held#
The other half of no-code looks nothing like an obituary. Tranco's provider mix changed in August 2023, so we compare ranks from then to 22 October 2026. Nine of twelve no-code platform domains rose.
How much more popular each no-code domain got
Tranco rank on 15 Aug 2023 divided by rank on 22 Oct 2026; above 1× = more popular
| Label | Value |
|---|---|
| n8n | 13.3× |
| Framer | 4.8× |
| Softr | 2.4× |
| FlutterFlow | 1.9× |
| Adalo | 1.7× |
| Zapier | 1.25× |
| Bubble | 1.15× |
| Glide | 1.13× |
| Webflow | 1.06× |
| Airtable | 0.90× |
| Wix | 0.59× |
| Retool | 0.58× |
Sources: Tranco; host0 analysis
n8n is an open-source workflow automation tool, and agents made it more useful, not less: an AI agent is a step in an n8n workflow. Framer moved from design tool to site builder in 2022 and is the only incumbent here we found raising at a higher valuation since 2022: $100 million at a $2 billion valuation in August 2025, saying it had been break-even for a year. Its sites on its three default domains grew from 436 in the crawl of February–March 2024 to 5,107 in October 2026.
Site builders' public footprint
Distinct sites Common Crawl fetched on each default domain, per crawl, Feb 2023 to Oct 2026
| Series | x | y |
|---|---|---|
| Framer | Feb 2023 | 40 |
| Framer | Jun 2023 | 112 |
| Framer | Oct 2023 | 120 |
| Framer | Dec 2023 | 207 |
| Framer | Mar 2024 | 436 |
| Framer | Jun 2024 | 426 |
| Framer | Sep 2024 | 1,617 |
| Framer | Dec 2024 | 1,589 |
| Framer | Jan 2025 | 1,401 |
| Framer | Apr 2025 | 1,605 |
| Framer | Jul 2025 | 2,334 |
| Framer | Oct 2025 | 2,258 |
| Framer | Jan 2026 | 3,102 |
| Framer | Apr 2026 | 3,065 |
| Framer | Jul 2026 | 3,369 |
| Framer | Sep 2026 | 4,562 |
| Framer | Oct 2026 | 5,107 |
| Lovable | Dec 2024 | 3 |
| Lovable | Jan 2025 | 14 |
| Lovable | Apr 2025 | 34 |
| Lovable | Jul 2025 | 276 |
| Lovable | Oct 2025 | 814 |
| Lovable | Jan 2026 | 1,352 |
| Lovable | Apr 2026 | 1,694 |
| Lovable | Jul 2026 | 2,558 |
| Lovable | Sep 2026 | 7,941 |
| Lovable | Oct 2026 | 7,917 |
| Webflow | Feb 2023 | 6,443 |
| Webflow | Jun 2023 | 5,732 |
| Webflow | Oct 2023 | 5,793 |
| Webflow | Dec 2023 | 8,890 |
| Webflow | Mar 2024 | 5,596 |
| Webflow | Jun 2024 | 21,088 |
| Webflow | Sep 2024 | 23,775 |
| Webflow | Dec 2024 | 8,896 |
| Webflow | Jan 2025 | 7,288 |
| Webflow | Apr 2025 | 33,471 |
| Webflow | Jul 2025 | 20,789 |
| Webflow | Oct 2025 | 6,172 |
| Webflow | Jan 2026 | 7,528 |
| Webflow | Apr 2026 | 7,364 |
| Webflow | Jul 2026 | 7,744 |
| Webflow | Sep 2026 | 8,284 |
| Webflow | Oct 2026 | 8,457 |
Sources: Common Crawl index; host0 count, 23 Oct 2026
None of this means the site builders are untouched. Wix's own homepage slipped in Tranco, and Webflow's share of paying businesses is falling, as the next section shows. But people are still publishing sites on them at the same pace, and on Framer at a much faster one.
Who businesses pay#
Ramp, a corporate card and spend platform, publishes for each software vendor the share of its customers in a category who paid that vendor in the trailing 12 months. In "web hosting & site builders", it covers businesses on Ramp only, which skews toward US startups and small companies. Bubble, Glide, Softr, Adalo and Base44 don't have Ramp pages, so this is the site-builder half plus the AI builders that do.
Webflow lost 7.3 points, more than a quarter of its share, and its share of businesses buying in the category for the first time halved, from 12.9% to 6.6%. The gains went to developer hosts (Vercel, Cloudflare) and AI builders (Lovable, Replit). The site builders aimed at small businesses didn't move.
Who businesses buying site builders pay, September 2026
Share of businesses on Ramp in web hosting & site builders that paid each vendor, trailing 12 months
| Label | Value |
|---|---|
| Squarespace | 31.1% (was 31.8%) |
| Vercel | 21.0% (was 14.5%) |
| Cloudflare | 19.6% (was 16.2%) |
| Webflow | 18.5% (was 25.8%) |
| Wix | 11.4% (was 11.5%) |
| Lovable | 9.6% (new) |
| Replit | 7.0% (was 1.4%) |
| Framer | 6.1% (was 5.0%) |
Sources: Ramp vendor pages; host0 parse, 23 Oct 2026
Webflow's own memo reads the same way. Announcing its second restructuring in May 2026, CEO Linda Tong wrote that "AI tools and lightweight builders are providing a faster path to launch for those with simple website requirements", and that Webflow had to "change the size and shape of the team" to become an agentic web marketing platform for marketing teams. Its first cut, about 8% of staff, came in July 2024. The second came with 16 weeks of severance and no number.
Revenue held, valuations didn't#
Airtable is the clearest repricing. It raised $735 million in December 2021 at an $11 billion pre-money valuation, about $11.7 billion with the new money, when, by SaaStr's estimate, its ARR was around $156 million. In August 2026 Bending Spoons agreed to buy it in an all-cash deal at an enterprise value of $1.285 billion, which with Airtable's net cash implies an equity value of about $2.25 billion. The business hadn't shrunk: Bending Spoons put its ARR at about $480 million in June 2026, growing over 20% a year. The enterprise value came to 2.7 times ARR; the 2021 round had valued it at roughly 75 times its ARR then.
What Airtable was worth
Valuation marks, US dollars, Dec 2021 to Aug 2026
| Label | Value |
|---|---|
| Series F | $11.7B (Dec 2021) |
| Secondaries | ~$4B (Jan 2026) |
| Sale, equity | ~$2.25B (Aug 2026) |
| Sale, EV | $1.285B (Aug 2026) |
Sources: Airtable; TechCrunch; Bending Spoons 6-K
It's not only no-code: Bending Spoons signed for Miro a month later at a similar $1.355 billion enterprise value on about $600 million of ARR, and seat-priced software as a whole was repriced over the same period (we covered that in Is vibe coding replacing SaaS?). For scale, Lovable raised at $13.3 billion in August and said it reached a $600 million run rate in September: more than Airtable's ARR, at nearly six times its sale's equity value.
Wix, the only public incumbent, shows the same split between business and price. Its revenue grew from $1.388 billion in 2022 to $1.993 billion in 2025, and it still grew 15% in the second quarter of 2026. Its share price peaked in January 2025 and fell 81% by June 2026.
The incumbents bolted on AI#
All 11 incumbents we checked (Wix, Webflow, Framer, Bubble, Airtable, Zapier, Retool, Glide, Softr, Adalo and FlutterFlow) shipped a prompt-to-app or agent product by March 2026, and most of the launches we logged came after Lovable and Bolt took off in early 2025. Wix went further and bought one. Base44, a young vibe-coding startup, cost about $80 million plus earn-outs in June 2025, when its ARR was "just a few million". Wix reported $100 million in March 2026 and about $150 million as of May, about the size of 8% of Wix's $1.963 billion total ARR at the end of June. Its gross margin was near zero at the start of 2026; Wix expects about 60% in the second half, and with its August results it announced Base 1, Base44's own model, to control compute costs.
Incumbents' AI launches, cuts and exits
Selected moves, Jul 2023 to Oct 2026
17 Jul 2023
17 Jul 2023
Wix announces its AI site generator
Glide announces AI features the same day.25 Jul 2024
25 Jul 2024
Webflow cuts ~8% of staff
Five weeks after a new CEO.17 Oct 2024
Jun 2025
Jun 2025
Wix buys Base44; Airtable “refounds”
Airtable relaunches as an AI-native app platform.Source: Airtable
16 Oct 2025
12 Nov 2025
Mar 2026
Mar 2026
Adalo 3.0 and Softr's AI-native relaunch
Softr says it's profitable on eight-digit revenue.25 May 2026
27 May 2026
28 May 2026
28 May 2026
Wix cuts ~20% of staff
About 1,000 people; headcount fell from 5,277 to 4,371 in one quarter.Source: SEC
4 Aug 2026
12 Oct 2026
Source: Company announcements and filings
The surviving incumbents tell one story about why they'll last. Airtable's Howie Liu wrote that "vibe coding is unreliable and error-prone for building production business apps". Bubble's version: "You can't control what you don't understand." Softr's founder told VentureBeat that "one prompt might break 10 previous steps". The pitch is the same everywhere: AI generates, and a visual layer you can read keeps it maintainable. Only Bildr conceded.
Wix's numbers also show where its own growth is slowing. Its Partners business (agencies and freelancers who build sites for clients, plus resellers) is the part closest to people paid to do no-code, and its growth has slowed every year. In June, Wix blamed part of its guidance cut on "a more pronounced slowdown, beyond our previous expectations, in the growth of our Partners business".
Growth of Wix's Partners revenue
Year-over-year growth of revenue through agencies, freelancers and resellers, by quarter, Q3 2023 to Q2 2026
| Label | Value |
|---|---|
| Q3 23 | 38% |
| Q4 23 | 38% |
| Q1 24 | 33% |
| Q2 24 | 29% |
| Q3 24 | 30% |
| Q4 24 | 29% |
| Q1 25 | 24% |
| Q2 25 | 24% |
| Q3 25 | 24% |
| Q4 25 | 21% |
| Q1 26 | 19% |
| Q2 26 | 17% |
Sources: Wix quarterly results (SEC 6-K); host0 compilation
Where the conversation went#
Developers started talking less about no-code tools before vibe coding had a name. On Hacker News, comments naming the incumbents ("low-code", "bubble.io", "webflow", "airtable", "zapier", "retool") fell from 2,214 in 2023 to 1,490 in 2024 and 1,087 in 2025. Comments saying "vibe coding" or "vibe coded" went from none to 6,674 in 2025. "bubble.io" appeared in no comment at all in any of the first three quarters of 2026.
Hacker News comments: no-code tools vs vibe coding
Comments per quarter containing each phrase, Q1 2021 to Q3 2026
| Series | x | y |
|---|---|---|
| Vibe coding | Feb 2021 | 0 |
| Vibe coding | May 2021 | 0 |
| Vibe coding | Aug 2021 | 0 |
| Vibe coding | Nov 2021 | 0 |
| Vibe coding | Feb 2022 | 0 |
| Vibe coding | May 2022 | 0 |
| Vibe coding | Aug 2022 | 0 |
| Vibe coding | Nov 2022 | 0 |
| Vibe coding | Feb 2023 | 0 |
| Vibe coding | May 2023 | 0 |
| Vibe coding | Aug 2023 | 0 |
| Vibe coding | Nov 2023 | 0 |
| Vibe coding | Feb 2024 | 0 |
| Vibe coding | May 2024 | 0 |
| Vibe coding | Aug 2024 | 0 |
| Vibe coding | Nov 2024 | 0 |
| Vibe coding | Feb 2025 | 489 |
| Vibe coding | May 2025 | 1,798 |
| Vibe coding | Aug 2025 | 2,261 |
| Vibe coding | Nov 2025 | 2,126 |
| Vibe coding | Feb 2026 | 4,045 |
| Vibe coding | May 2026 | 3,484 |
| Vibe coding | Aug 2026 | 2,817 |
| No-code tools | Feb 2021 | 573 |
| No-code tools | May 2021 | 770 |
| No-code tools | Aug 2021 | 404 |
| No-code tools | Nov 2021 | 550 |
| No-code tools | Feb 2022 | 494 |
| No-code tools | May 2022 | 463 |
| No-code tools | Aug 2022 | 616 |
| No-code tools | Nov 2022 | 554 |
| No-code tools | Feb 2023 | 653 |
| No-code tools | May 2023 | 465 |
| No-code tools | Aug 2023 | 609 |
| No-code tools | Nov 2023 | 487 |
| No-code tools | Feb 2024 | 507 |
| No-code tools | May 2024 | 306 |
| No-code tools | Aug 2024 | 317 |
| No-code tools | Nov 2024 | 360 |
| No-code tools | Feb 2025 | 245 |
| No-code tools | May 2025 | 309 |
| No-code tools | Aug 2025 | 253 |
| No-code tools | Nov 2025 | 280 |
| No-code tools | Feb 2026 | 355 |
| No-code tools | May 2026 | 178 |
| No-code tools | Aug 2026 | 213 |
Sources: Algolia Hacker News search; host0 count
Reddit shows the shift in attention, but not an exodus. On archived snapshots, r/vibecoding had 292,596 weekly visitors in mid-February 2026 against 36,643 for r/nocode at the end of January, about eight times as many. r/vibecoding had 9 members ten days after the term was coined. Yet r/nocode kept growing too, from 74,689 members in July 2025 to 119,042 in April 2026. Interest in building without code grew; the tools people talk about changed.
What this means if you build with AI#
- For an app with data, logic and logins, the market has moved to AI builders and coding agents. The no-code app builders' public footprint has been flat since 2023 while AI builders' grew 47-fold in 21 months, and Bubble admits its AI is still catching up. If you're starting an app today, that's where the tooling, templates and community answers are (we compared the big four in AI app builders in 2026).
- For a marketing site someone else will edit, visual builders still earn their keep. Framer, Wix and Squarespace held or grew; Webflow's own memo says AI tools now offer a faster path for simple sites, and it is refocusing on the ones a marketing team works on every week. Choose by who edits it after launch, not who builds it.
- Own an export path. When Bildr shut its servers, apps built on it had to move or go offline, and Airtable's new owner laid off a large part of its team five weeks after closing. Code is easier to move than a visual platform's internals: Bildr's example user rebuilt a months-long project in a couple of days with Claude Code. Keep your data exportable and the code in a repository you control.
- Read "AI-native" on a no-code tool as catch-up. Bubble's co-CEO said in March 2026 that its AI wasn't yet at par; Webflow's App Gen was in public beta in November 2025. Test the AI on your real app, not the demo.
- Expect the default domain to be where your app lives. Most AI-built apps are published on their builder's subdomain, which is why they show up in the crawl at all. That ties your URL to one vendor: put anything you'll share widely on a domain or host you can take with you.
host0 hosts whatever your agent creates, including apps with a shared database, at a link you can share. It's built for the step after generation, so the app isn't tied to the tool that wrote it.
Methodology#
Common Crawl. For each platform's default user-site domain we counted distinct hostnames in 17 Common Crawl crawls, each a sample of the web rather than a census, (CC-MAIN-2023-06 to CC-MAIN-2026-43), reading the crawl's index files directly from data.commoncrawl.org: a binary search of cluster.idx for every subdomain of the domain, then each index block in that range. Hostnames are lowercased with www. stripped; previews (lovableproject.com) and Replit's retired repl.co are excluded. Crawl budgets differ by crawl and domain, so we compare levels across several crawls. Custom domains, unlinked apps and private apps are invisible to this method, which under-counts the incumbents' paying customers (who mostly use custom domains) more than AI builders' free users. Reading the index files directly also corrects our AI app builders post, whose count through the index API was capped at 15,000 lines per result page and undercounted lovable.app: 7,941 sites in the September 2026 crawl, not 4,485, and 814 in October 2025, not 625.
Tranco. The full top-1M list for the 15th of every month from January 2023 to October 2026, plus 22 October 2026 (47 lists), exact domain match. Tranco changed its providers in August 2023 (Alexa out, Chrome UX Report and Cloudflare Radar in), so every comparison starts at 15 August 2023 or later. A rank is relative popularity, not traffic.
Ramp. The monthly series embedded in each vendor's page on ramp.com/vendors, pulled on 23 October 2026. Ramp defines the metric as the share of businesses that purchased from the vendor, of all businesses that made purchases in the category, in the 12 months to the month shown. Its population is businesses on Ramp, not the market.
Company numbers. Wix's from its quarterly 6-K earnings releases and annual revenue from SEC XBRL data; Airtable's from Bending Spoons' 6-K filings; Webflow's, Bubble's, Framer's and Bildr's from their own posts. All are the companies' claims. Share prices are monthly closes from Yahoo Finance's chart data. Estimates from tracker sites (Zapier, Retool, Bubble revenue) are left out.
Hacker News and Reddit. Exact-phrase comment counts per quarter from Algolia's Hacker News search; subreddit sizes from Wayback Machine snapshots (Reddit replaced member counts with weekly visitors in September 2025, so we compare like with like).
The data pack, with every claim, its tier, the spot-checks and a do-not-cite list, is in our repository at docs/research/2026-10-23-vibe-coding-vs-no-code.md; the series and the scripts that compute them are in docs/research/2026-10-23-vibe-coding-vs-no-code-data/.
Open questions#
- Custom domains. Paying no-code customers mostly publish on their own domains. Counting the custom domains that point at each platform would change the picture most, and needs passive DNS data we don't have.
- Webflow's revenue. It hasn't published a number since "hundreds of millions" in June 2024, or the size of its May 2026 cut.
- Bubble's business. No revenue, round or headcount figure since its 2021 Series A.
- One crawl or a trend. Bubble's crawled apps halved from September to October 2026 (312 to 149), and Lovable's tripled from July to September (2,558 to 7,941). The next crawls will say whether either holds.
- Base44's margin. Whether Wix's AI builder reaches the ~60% gross margin it expects for the second half of 2026, and whether that's what keeps an incumbent's bought-in AI business profitable.
