Lists / Creator economy
Best link-in-bio tools for creators (2026): What ChatGPT, Claude & Gemini Recommend
Linktree and Beacons appear in all 50 recorded AI answers. 13 link-in-bio tools ranked by how often 10 AI models name them, and who each one suits.
Linktree is the link-in-bio tool AI models name most. It appeared in 50 of 50 recorded answers and came first in 24 of them. Beacons also appeared in all 50 but came first in 13, and Stan appeared in 45 and came first in 10.
A link-in-bio tool creates a single landing page for all your important links, because Instagram and TikTok allow only one clickable link in a bio.
This list ranks the 13 tools the models named, by those counts. It measures visibility in AI answers, not product quality.
TL;DR
- Linktree is the default shortlist pick: every model names it, and it opens more answers than any other tool.
- Beacons matches Linktree’s coverage but opens far fewer answers. It suits a page that must sell, capture email and carry a media kit on a free plan.
- Stan is the seller’s pick, and both Google models name it in every answer.
- The first name an answer gives depends on who built the model: OpenAI models usually open with Beacons, Gemini models with Stan, and most Claude and Perplexity models with Linktree.
- Later is the clearest case of named but never first: 25 of 50 answers, and none opens with it.
1. Linktree
Pick Linktree if you want the link page your followers already recognise and a plain list of links is all the page has to do.
Measured: named 50 of 50 (Linktree 100%), first 24 of 50 (Linktree 48%), average position 1.92.
Linktree is the reference point the answers measure everything else against, and they lean on its familiarity. ChatGPT calls it “the safest default because it is quick to publish”. Claude, Claude Fable 5 and both Perplexity models usually open with it. The OpenAI models name it every time too, but they usually put Beacons above it. So Linktree’s lead is a lead in first mentions, not in coverage, and Beacons matches its coverage exactly.
InstantDM’s guide says Linktree was the first one to do it, back in 2016. The same guide puts native email capture on the $9 Pro plan, not the free one.
Pros
- Every one of the ten models names it in all five of its answers
- Leads 24 of the 50 answers, more than any rival
- Free plan covers unlimited links, 28-day analytics and tips
- Link scheduling unlocks on the $5 Starter plan
Cons
- Email capture needs the $9 Pro plan
- Taap.bio’s comparison table lists Linktree’s customization options as Limited
- A first-place share of Linktree 48% means most answers open with another tool
Pricing: free plan, then Starter at $5, Pro at $9 and Premium at $24 a month, as InstantDM recorded them. Best for: “Easy to set up & brand recognition”, according to InstantDM’s quick-look table.
2. Beacons
Pick Beacons if your page has to take payments, collect email and hold a media kit for brand deals, and you want to start on a free plan.
Measured: named 50 of 50 (Beacons 100%), first 13 of 50 (Beacons 26%), average position 2.
Beacons ties Linktree on coverage and trails it on first place, and the split between the two isn’t random. The three OpenAI models usually open with Beacons. GPT-5.6 Luna puts it plainly: “Best overall for most Instagram creators: Beacons.” Outside the OpenAI family it usually shows up as the option for creators who want to earn from the page, not as the default. Its record explains the pitch.
InstantDM’s guide says the Beacons free plan includes email capture, a live media kit and one digital product listing. The same guide says Linktree requires a paid plan for email collection.
Pros
- All 50 answers include it, matching Linktree
- Headline pick in most answers from the OpenAI models
- Media kit pulls live follower counts and engagement rates
- help.beacons.ai supplied 14 citations to the answers
Cons
- Its 74-point gap between named and named first is the widest in the category
- Product sales on the free plan carry a transaction fee
- Moving to Pro is “a big leap in your monthly costs”, per InstantDM
Pricing: free plan with a fee on product sales, then Pro at $30 a month or $240 a year. Best for: “All-in-one creator business”, according to InstantDM’s quick-look table.
3. Stan
Pick Stan if you sell digital products, courses or coaching from the bio link and want the tool the Google models reach for first.
Measured: named 45 of 50 (Stan 90%), first 10 of 50 (Stan 20%), average position 2.58.
Stan is the only tool in the top three with one clear job in the answers. Gemini and Gemini 3.5 Flash name it every time and usually list it first. Gemini frames it as the reference for selling: “Stan Store is widely considered the industry leader.” Other families place it after Linktree and Beacons, as the tool for creators who sell. Its own site feeds the answers heavily: stan.store is the most-cited vendor-owned host in this category.
Hoo.be describes Stan Store as built mainly for selling digital products and courses directly from the page.
Linklay, a rival link-in-bio company, calls Stan Store focused on selling digital products but less flexible for general content creators.
Pros
- Named in 45 of 50 answers
- Six of the ten models name it in all five answers
- Both Google models include it every time (Stan 100% across their answers)
- stan.store carries 33 citations, the most of any vendor-owned host
Cons
- Claude Fable 5 names it in only 3 of 5 answers
- Linklay rates it less flexible for general content creators
Pricing: no pricing is recorded in the captured pages. Best for: hoo.be says Stan Store is “built mainly for selling digital products and courses directly from your page”.
4. Later
Pick Later if you want the bio page to work as a clickable version of your feed, which is the job the answers give it.
Measured: named 25 of 50 (Later 50%), first 0 of 50 (Later 0%), average position 4.52.
Later shows how far presence and preference can drift apart. It sits fourth on coverage, yet no answer opens with it. The answers treat it as a different kind of product. Sonar Reasoning Pro sorts the category into types and puts Later under “clickable social feeds”, apart from the link hubs and the storefronts. Its coverage is also the most uneven on the panel. Gemini 3.5 Flash names it in every answer and Claude Opus 5 in none, and no other tool has a model at each extreme. None of the five Google guides captured for this query mentions it, so the models are drawing it from elsewhere. A buyer who relies on those guides alone would never see it.
Pros
- Fourth on coverage, ahead of Carrd and Lnk.Bio
- Gemini 3.5 Flash names it in all five answers
- later.com supplied 12 citations to the answers
Cons
- No answer in 50 puts it first
- Claude Opus 5 leaves it out every time
- Absent from all five Google guides captured for this query
Pricing and best for: neither is recorded in the captured pages.
5. Carrd
Pick Carrd if you want the bio link to open a small custom website rather than a list, and you will trade setup time for control.
Measured: named 21 of 50 (Carrd 42%), first 0 of 50 (Carrd 0%), average position 5.1.
Carrd enters the answers as the design option, added once the mainstream tools are covered. That fits a record of no first mentions and a low average position. Coverage depends heavily on the model. Claude and GPT-5.6 Luna name it in most of their answers, while four other models name it once each.
InstantDM’s guide calls Carrd a full one-page website builder that creators use for link-in-bio pages. It credits Carrd with control over margins, column structures and mobile breakpoints, so the page looks like your own website and not a template.
Pros
- Claude and GPT-5.6 Luna each name it in 4 of 5 answers
- Pro Standard at $19 a year adds forms, Stripe checkout and custom code
- Connects directly to ConvertKit, Mailchimp and Brevo on paid plans
Cons
- Four models, GPT-5.6 Sol, ChatGPT, Claude Opus 5 and Perplexity, name it in just 1 of 5
- Takes a little longer to set up than traditional button-stack tools, per InstantDM
Pricing: free for up to 3 sites, then Pro Lite at $9, Pro Standard at $19 and Pro Plus at $49, each per year. Best for: “Full custom design”, according to InstantDM’s quick-look table.
6. Lnk.Bio
Pick Lnk.Bio if you would rather pay once than monthly and your page is a simple list, often keyed to an Instagram grid.
Measured: named 15 of 50 (Lnk.Bio 30%), first 0 of 50 (Lnk.Bio 0%), average position 4.8.
Lnk.Bio is the low-cost pick in the answers that name it, and the panel’s coverage of it is thin and uneven. Perplexity and GPT-5.6 Luna name it in 3 of 5 answers each, and the Perplexity family reaches Lnk.Bio 50%. GPT-5.6 Sol and ChatGPT never name it. A creator asking one OpenAI model hears about it, and a creator asking another doesn’t.
InstantDM’s guide calls Lnk.Bio one of the few platforms that offers lifetime pricing, with a grid layout that suits fashion and lifestyle creators.
Pros
- Half of the Perplexity family’s answers include it (Lnk.Bio 50%)
- Supports over 140 embed types, from music tracks to contact cards
- Mirrors an Instagram photo grid so followers tap the matching post
Cons
- GPT-5.6 Sol and ChatGPT never mention it
- Dashboard is “a little utilitarian compared to modern SaaS tools”, says InstantDM
- Branding stays prominent on the free version
Pricing: free plan, Mini from $0.99 to $1.49 a month, or one-time lifetime plans at $9.99 and $24.99. Best for: “Lifetime access”, according to InstantDM’s quick-look table.
7. Taplink
Pick Taplink if you sell a service and close clients in chat apps, and your buyers are likely to ask a Claude model.
Measured: named 11 of 50 (Taplink 22%), first 0 of 50 (Taplink 0%), average position 4.18.
Taplink is a family-specific name. Claude Opus 5 names it in most of its answers, and the three Anthropic models together reach Taplink 60%. The OpenAI models and Gemini 3.5 Flash never mention it. When it does appear, it sits higher in the list than Later or Carrd. The counts record where it appears, not why.
InstantDM describes Taplink as a mini sales landing page for creators who run coaching programs, local services, consulting or direct-response businesses. Its chat buttons open WhatsApp, Telegram or Facebook Messenger with pre-written starter messages.
Pros
- Reaches Taplink 60% across the three Anthropic models’ 15 answers
- Claude Opus 5 includes it in 4 of 5 answers
- Countdown timers and FAQ blocks suit booking-led pages
Cons
- The OpenAI family never names it
- InstantDM flags a learning curve from the number of options
Pricing: free Basic plan, then Pro at $3 and Business at $6 a month, both billed annually. Best for: “Service providers & leads”, according to InstantDM’s quick-look table.
8. Bento
Pick Bento if the page is a showcase and visual polish matters more than selling from it.
Measured: named 8 of 50 (Bento 16%), first 0 of 50 (Bento 0%), average position 4.25.
Bento reaches only half the models, and the Google and Perplexity models supply most of its mentions. It sits higher in the lists it joins than its coverage suggests, ahead of Carrd and Later on average position. The answers name it for how a page looks. Claude Opus 5, for one, points to it when design matters most.
Taap.bio, a rival link-in-bio company, says Bento.me appeals to creators who want a tidier, more curated visual identity than Linktree typically offers. The same guide names rigidity as its limitation and says Bento is less convincing when the page has to function like a compact sales system.
Pros
- Gemini, Gemini 3.5 Flash and Sonar Reasoning Pro each name it in 2 of 5 answers
- Placed at average position 4.25 when named
- Appeals to creators who want a tidier, more curated visual identity than Linktree typically offers, per Taap.bio
Cons
- Five of the ten models never name it
- Less convincing “when you need the page to function like a compact sales system”, per Taap.bio
Pricing: Taap.bio’s comparison table lists Bento.me’s paid tier at $10/month. Best for: Taap.bio’s advice is to choose Bento.me “if visual polish matters more than direct monetization depth”.
9. Milkshake
Pick Milkshake if you build everything on your phone and want swipeable cards instead of a button list.
Measured: named 8 of 50 (Milkshake 16%), first 0 of 50 (Milkshake 0%), average position 6.25.
Milkshake ties Bento on coverage but lands further down the lists that include it. Gemini names it more than any other model, and no OpenAI model names it at all.
InstantDM’s guide says Milkshake replaces the old vertical list of buttons with swipeable cards in a story-like format, built without a computer. The same guide says it lacks native checkout or direct email-capture integrations.
Hoo.be calls it a mobile-first, card-based layout designed for Instagram.
For a creator who sells, that checkout gap matters more than the layout. For one who posts and links out, it may not matter at all.
Pros
- Gemini lists it in 3 of 5 answers
- Swipeable card deck, built and published from a phone
- Free plan with full access to the mobile builder
Cons
- Average position 6.25, lower than every tool ranked above it
- No OpenAI model includes it
- Lacks native checkout and direct email capture, per InstantDM
Pricing: free, with a $2.99 monthly add-on to remove the Milkshake badge. Best for: “Quick phone-only setup”, according to InstantDM’s quick-look table.
10. Hopp
Shortlist Hopp only if you want a page built around earning and you have seen it recommended in a Claude or Perplexity answer, the only places it appears.
Measured: named 7 of 50 (Hopp 14%), first 3 of 50 (Hopp 6%), average position 2.86.
Hopp is the outlier in the lower half. It is named rarely, yet it is the only tool outside the top three to lead any answer. Read those answers and the lead looks different. Claude Fable 5 makes Hopp by Wix its headline pick in one answer. Hopp’s other first places come from Claude Opus 5, which opens by warning that Hopp’s own article puts Hopp on top. The panel counts position in the text, so a name raised as a caution still counts as named first. For a buyer, Hopp’s first-place share is weaker evidence than its measured line suggests.
Pros
- Leads 3 answers, the only tool outside the top three to lead any
- hopp.co supplied 13 citations
- Average position 2.86, fourth-best of the 13
Cons
- Named in just 7 of 50 answers
- Six of the ten models never name it
Pricing and best for: neither is recorded in the captured pages.
11. Campsite
Pick Campsite if you want email capture on a free plan and you care about typography and styling.
Measured: named 6 of 50 (Campsite 12%), first 0 of 50 (Campsite 0%), average position 6.
Campsite is mostly an OpenAI name. GPT-5.6 Luna mentions it in 3 of 5 answers, GPT-5.6 Sol and ChatGPT once each, and Claude Fable 5 is the only model outside that family to name it. The Google and Perplexity models never do. Its record carries one feature Linktree keeps behind a paywall.
InstantDM says Campsite allows you to capture emails on its free plan and export them as a CSV. The same guide says Linktree requires a paid plan for email collection.
Hoo.be frames Campsite differently, as a media kit and link page combo geared toward brand partnerships.
Pros
- GPT-5.6 Luna brings it up in 3 of 5 answers
- Email capture with CSV export on the free plan
- Link folders and image carousels keep long pages organised
Cons
- Only four models name it, none from Google or Perplexity
- Sits at average position 6 in the answers that include it
- Has fewer integrations than Linktree, InstantDM notes
Pricing: free plan, then Pro at $7 a month billed annually. Best for: “Clean typography & styling”, according to InstantDM’s quick-look table.
12. Shorby
Pick Shorby if you close deals in messaging apps and run retargeting ads, and you are ready to pay from the start.
Measured: named 5 of 50 (Shorby 10%), first 0 of 50 (Shorby 0%), average position 6.4.
Shorby appears only in Anthropic and Perplexity answers. Claude Fable 5 names it in 2 of 5, and Claude, Claude Opus 5 and Sonar Reasoning Pro once each. It sits near the end of those lists. For a creator testing the category on a hobby budget, its pricing is the deciding fact.
InstantDM’s guide says Shorby is built for businesses, real estate, agencies and consultants that close deals through direct personal messaging. Its contact section brings together WhatsApp, Telegram, Messenger, phone lines and email. The guide lists a 5-day trial and no permanent free tier.
Pros
- Claude Fable 5 names it in 2 of 5 answers
- Accepts Meta, Google Ads, TikTok and LinkedIn pixels
- RSS feeds pull new posts into the page automatically
Cons
- Missing from every OpenAI and Google answer
- InstantDM calls it less than ideal for casual hobby creators
- Average position 6.4, second-lowest of the 13
Pricing: a 5-day trial, then Rocket at $15 a month billed annually. Best for: “Direct chat routing”, according to InstantDM’s quick-look table.
13. Komi
Check Komi only if another source already put it on your list, because the panel holds a single mention of it.
Measured: named 1 of 50 (Komi 2%), first 0 of 50 (Komi 0%), average position 8.
Komi is on this list because one answer named it. GPT-5.6 Luna mentions it once, eighth in that answer’s list, and no other model does. That separates it from Bio.site, Tap.bio and Snipfeed, the three tracked tools no model named at all. It is not enough to say what the models think Komi is for. None of the five captured Google guides mentions it, and the captured record holds no pricing and no product claims. A single mention is a lead to check on the vendor’s own site, not a recommendation. Treat its place at the foot of this list the same way.
Pros
- GPT-5.6 Luna includes it once
- Counts as named this edition, unlike Bio.site, Tap.bio and Snipfeed
Cons
- Nine of the ten models never mention it
- Lowest average position in the category, at 8
Pricing and best for: neither is recorded in the captured pages.
How do the tools compare?
Linktree leads the category. It shares full coverage with Beacons and opens more answers than any other tool.
| Vendor | Named | Answer share | Named first | First share | Avg position | Pricing model |
|---|---|---|---|---|---|---|
| Linktree | 50/50 | 100% | 24/50 | 48% | 1.92 | Free plan, monthly tiers |
| Beacons | 50/50 | 100% | 13/50 | 26% | 2 | Free plan with sales fee, monthly or annual Pro |
| Stan | 45/50 | 90% | 10/50 | 20% | 2.58 | Not recorded |
| Later | 25/50 | 50% | 0/50 | 0% | 4.52 | Not recorded |
| Carrd | 21/50 | 42% | 0/50 | 0% | 5.1 | Free plan, annual tiers |
| Lnk.Bio | 15/50 | 30% | 0/50 | 0% | 4.8 | Free plan, monthly or one-time lifetime |
| Taplink | 11/50 | 22% | 0/50 | 0% | 4.18 | Free plan, annual tiers |
| Bento | 8/50 | 16% | 0/50 | 0% | 4.25 | Monthly paid tier |
| Milkshake | 8/50 | 16% | 0/50 | 0% | 6.25 | Free, paid badge removal |
| Hopp | 7/50 | 14% | 3/50 | 6% | 2.86 | Not recorded |
| Campsite | 6/50 | 12% | 0/50 | 0% | 6 | Free plan, annual Pro |
| Shorby | 5/50 | 10% | 0/50 | 0% | 6.4 | Trial, then annual tiers |
| Komi | 1/50 | 2% | 0/50 | 0% | 8 | Not recorded |
Answer share is the share of the 50 answers that named a tool. First share is the share where it came before any other tracked tool. Below the top three the category thins fast. Later is the only other tool named in at least half the answers. From Later down, Hopp is the only tool that ever leads an answer.
The pricing-model column draws on InstantDM’s guide, whose authors say they checked every pricing page themselves.
Bento’s pricing comes from Taap.bio’s comparison table, which lists a $10 a month paid tier.
Where do the models disagree?
MEMETIK’s per-model split shows the ten models agree on which tools to name and disagree on which to name first. Linktree and Beacons appear in every answer from every model. The disagreement starts with the first name in each answer, and it follows the company that built the model.
| Vendor | GPT-5.6 Sol | ChatGPT | GPT-5.6 Luna | Claude Opus 5 | Claude | Claude Fable 5 | Gemini | Gemini 3.5 Flash | Perplexity | Sonar Reasoning Pro |
|---|---|---|---|---|---|---|---|---|---|---|
| Linktree | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 |
| Beacons | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 | 5/5 |
| Stan | 4/5 | 5/5 | 5/5 | 5/5 | 4/5 | 3/5 | 5/5 | 5/5 | 4/5 | 5/5 |
| Later | 3/5 | 3/5 | 3/5 | 0/5 | 3/5 | 2/5 | 2/5 | 5/5 | 2/5 | 2/5 |
| Carrd | 1/5 | 1/5 | 4/5 | 1/5 | 4/5 | 2/5 | 2/5 | 2/5 | 1/5 | 3/5 |
| Lnk.Bio | 0/5 | 0/5 | 3/5 | 2/5 | 1/5 | 2/5 | 1/5 | 1/5 | 3/5 | 2/5 |
| Taplink | 0/5 | 0/5 | 0/5 | 4/5 | 2/5 | 3/5 | 1/5 | 0/5 | 1/5 | 0/5 |
| Bento | 0/5 | 1/5 | 0/5 | 1/5 | 0/5 | 0/5 | 2/5 | 2/5 | 0/5 | 2/5 |
| Milkshake | 0/5 | 0/5 | 0/5 | 1/5 | 1/5 | 1/5 | 3/5 | 0/5 | 0/5 | 2/5 |
| Hopp | 0/5 | 0/5 | 0/5 | 2/5 | 0/5 | 2/5 | 0/5 | 0/5 | 1/5 | 2/5 |
| Campsite | 1/5 | 1/5 | 3/5 | 0/5 | 0/5 | 1/5 | 0/5 | 0/5 | 0/5 | 0/5 |
| Shorby | 0/5 | 0/5 | 0/5 | 1/5 | 1/5 | 2/5 | 0/5 | 0/5 | 0/5 | 1/5 |
| Komi | 0/5 | 0/5 | 1/5 | 0/5 | 0/5 | 0/5 | 0/5 | 0/5 | 0/5 | 0/5 |
OpenAI. GPT-5.6 Sol, ChatGPT and GPT-5.6 Luna usually open with Beacons. GPT-5.6 Luna ranges widest of the three. It is the only model to name Komi, and it names Carrd and Campsite more often than its siblings. GPT-5.6 Sol and ChatGPT never name Lnk.Bio or Taplink.
Anthropic. Claude and Claude Fable 5 usually open with Linktree. Claude Opus 5 has no settled first pick, and it is the only model that never names Later. The Anthropic family carries most of the long tail: Taplink, Shorby and Hopp draw most of their mentions from it.
Google. Gemini and Gemini 3.5 Flash usually open with Stan. Gemini 3.5 Flash names Later in every answer, and Gemini gives Milkshake more mentions than any other model.
Perplexity. Perplexity and Sonar Reasoning Pro usually open with Linktree. Perplexity names Lnk.Bio more often than any model outside GPT-5.6 Luna.
This is the finding the totals hide. Linktree and Beacons both sit at 50 of 50, so the table reads as a tie with Linktree ahead on first mentions. Read answer by answer, first place is three separate habits averaged into one number. A creator who asks an OpenAI model will usually see Beacons at the top. One who asks Gemini will usually see Stan. One who asks Perplexity, Claude or Claude Fable 5 will usually see Linktree. The measured first share is real, but no single assistant produces it.
What should a buyer do with this?
Choose by the job the page has to do, then check the answers your audience is likely to see.
- For a plain list of links that followers already recognise, start with Linktree.
- For a page that sells, captures email and carries a media kit on a free plan, start with Beacons.
- For selling digital products, courses or coaching, start with Stan.
- For design control, look at Carrd. To pay once, look at Lnk.Bio. For a service business run through chat, look at Taplink.
- If your audience mostly uses one assistant, weight that family’s first pick from the section above.
- Confirm every price on the vendor’s own pricing page. The prices on this page come from third-party guides, not from the vendors.
How was the sample built?
Each model answered each of five fixed buyer prompts once: 10 models x 5 fixed prompts = 50 recorded answers. The five prompts, verbatim:
- What is the best link-in-bio tool for a creator? Name specific products.
- Which link-in-bio tool would you recommend to a creator in 2026?
- Compare the top link-in-bio tool options right now.
- I’m a creator and I need a link-in-bio tool. What should I use and why?
- Best link-in-bio tool for an Instagram creator?
The panel covers four model families. OpenAI supplies GPT-5.6 Sol, ChatGPT and GPT-5.6 Luna, for 15 answers. Anthropic supplies Claude Opus 5, Claude and Claude Fable 5, for 15 answers. Google supplies Gemini and Gemini 3.5 Flash, for 10 answers. Perplexity supplies Perplexity and Sonar Reasoning Pro, for 10 answers. The edition is 2026-09. It tracked 16 vendors and 13 were named. The full answers, the split and the cited sources are in the link-in-bio category record, and the panel rules are on the method page.
How does this sit against the link-in-bio guides?
The guides ranking on Google for this query rank products for purchase. This page counts the names AI answers produce. Five of those guides were captured for this page.
InstantDM’s guide ranks ten tools, with Beacons first, then Linktree, Lnk.Bio, Carrd and Milkshake. Its authors say they set up and tested 10 platforms against the same five criteria. InstantDM sells Instagram DM automation, and the guide recommends pairing a bio page with it.
instantdm.com is also the sixth most-cited host in the recorded answers, with 30 citations, so the publisher feeds the answers as well as ranking beside them.
Hoo.be’s page names hoo.be “Our Top Pick”, gives Linktree a short paragraph and lists ten other tools in one line each.
Taap.bio’s guide compares Linktree, Bento.me and Taap.bio, then closes by pitching Taap.bio as a storefront.
Kulcho’s article argues that the best link-in-bio alternative is not another link list but the one URL you own, and it frames the comparison by category, not by brand. It closes by offering Kulcho as one way to point that link somewhere you own.
Linklay’s guide ranks Linklay first, then Linktree, Beacons and Stan Store.
Claude Opus 5 flagged the same habit in the guides it retrieved: “each one ranks its own product first.”
This page adds what none of the five captured guides carries: a count of which tools the models name, a per-model split, and the first-place pattern by model family. It also surfaces a gap. Later, fourth on coverage here, appears in none of the five guides.
Hoo.be lists Tap Bio as an alternative, a multi-card format for organising links by category.
No model on the panel named Tap.bio.
What can these counts not tell you?
These counts show whether a model named a tool. They do not show whether the tool is any good. Visibility is in scope and product quality is not. A high share says nothing about uptime, support, pricing fairness or fit with your setup. Being named also differs from being recommended, since an answer can name a product only to warn against it, as the Hopp entry shows.
The panel records one response per prompt-and-model pair, so a model’s five answers are a small sample of what it might say. The run is one dated snapshot, the 2026-09 edition. Names are matched as strings, so answers that write Stan Store or Hopp by Wix count toward Stan and Hopp. Answers came through each model’s API, and a consumer chat app can answer differently. The prompts are in English. No position on this list is sold, sponsored or influenced by a vendor.
Frequently asked questions
What are some good links to put in my bio?
Keep it to a handful of links that match what you want visitors to do. InstantDM’s guide recommends three to five core links: your main free offer, your core product or service, your latest piece of content and a contact link. It also suggests a free resource, such as a checklist, that collects email addresses on the page.
What is better than Linktree?
No tool on this panel is named more often than Linktree. Beacons matches its coverage and is the usual first pick of the OpenAI models, which makes it the strongest alternative on this measure. Stan is the alternative for selling digital products. Whether any of them is a better product is outside what these counts measure.
What to use instead of link in bio?
Two alternatives appear in the captured guides, and both come from companies that sell them. InstantDM argues for comment-to-DM automation, which sends the link straight to a follower’s messages. Kulcho argues for pointing the bio link at a site on your own domain, with your own checkout and subscriber list. The panel did not measure either approach.
What is a link in bio example?
Taap.bio’s guide gives two. A coach can give a large top block to “Book a strategy session”, place social proof beneath it and add a free lead magnet lower on the page. A musician can feature a current release with inline listening, then merchandise, then tour or booking details.
How often is this list updated?
The panel runs monthly. Each edition asks the same five prompts again, and this page reflects the 2026-09 edition. A tool can move up or down between editions as the models change what they name.
How this list is ordered
The order is the measurement, not an assessment of the products. Answer share is the share of recorded answers that named the tool. Named first is the share where it appeared before any other tracked tool. Both are counts from one dated edition and are published in full on the category page.
A tool appears here only if it was named in the edition and its record carries a sourced claim. A product that was never named is not listed, and no position is sold.
Where to check it
- The full category record every answer, per-model split, cited sources
- The recorded answers raw output and counts
- The method how the panel runs and what is counted