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WeightWatchers (WW International)

weightwatchers.com · Consumer goods · WW

Ranked 711 of 2,047 companies in the study

36Overall score
  • Visibility31
  • Citations1
  • Sentiment50
  • Site quality80
  • AI readiness29
What this means for WeightWatchers (WW International)

AI assistants name WeightWatchers in 26.7% of answers, much more often than the typical company in its sector, which is named in 3.3% of answers. Its overall score is 36 out of 100, ranking 711th of 2,047 companies. The website passes 4 out of 14 technical checks of readiness for AI tools.

We asked 15 unbranded questions about the consumer goods market: none named WeightWatchers (WW International). AI assistants named it in 16 of 60 answers (26.7%). The typical consumer goods company is named in 3.3% of answers. By how often it is named, WeightWatchers (WW International) ranks 12 of 118 in its sector.

Named by AI in
26.7%
16 of 60 answers
Share of mentions
38.1%
compared with 5 rivals
AI readiness
4/14
technical checks passed. Typical for its sector: 3
Rank in its sector
28 of 118
by overall score, where the typical consumer goods company scores 30
How WeightWatchers (WW International) compares with all 2,047 companies

Every dot is a company in the study. Hover one to see it; click to open its report.

This companySame sectorEvery other companyNever named

What makes up the score

Five parts, each scored out of 100.

Visibility
31

How often AI assistants name the company

Citations
1

How often AI uses the company's own website as a source

Sentiment
50

How positively AI describes the company

Site quality
80

How well built the website's own pages are

AI readiness
29

How easily AI tools can read and use the website

Visibility is calculated from the answers on this page. How the score is built.

Compared with consumer goods

118 companies in this sector. The line on each bar is the typical company.

Overall score36
Ranks 28 of 118. Typical company: 30
Named in answers27%
Ranks 12 of 118. Typical company: 3%
AI readiness29
Ranks 24 of 118. Typical company: 21
What Claude actually said

An answer that names the company

“What are alternatives to prescription medication-based weight-loss programs for people interested in losing weight?”

I can provide you with information about non-medication alternatives for weight loss:

Dietary Approaches

Calorie deficit: Consuming fewer calories than you burn remains a fundamental approach to weight loss. This can be achieved through portion control and mindful eating.

Dietary patterns: Popular approaches include low-carb diets, Mediterranean diets, intermittent fasting, and plant-based diets. The most effective diet is typically one you can sustain long-term.

Whole foods focus: Emphasizing whole, unprocessed foods like vegetables, fruits, lean proteins, and whole grai …

The AI’s answer as we received it, shortened and not checked for accuracy.

Also named
Noom8Found5Calibrate5
Share of mentions

How the mentions in these answers were split between this company and its rivals

WeightWatchers (WW International)
43.2%
Noom
27.0%
Found
13.5%
Calibrate
13.5%
FORM Health
2.7%
Sequence (by WeightWatchers)
0.0%
Which AI assistants named the company

Answers naming it, out of answers received

Gemini
6/15
Perplexity
4/15
Claude
4/15
OpenAI
2/15
Ready for AI agents

What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.

  1. 0
  2. 1
  3. 2
  4. 3
  5. 4
  6. 5

Level 1: Basic web presence. Two of robots.txt, a sitemap and Link headers are in place.

To reach level 2:
  • Content Signals
Show every check, for your technical team
Discoverability
77 of 100
  • robots.txtPassed

    A valid robots.txt with crawl rules at the site root.

    study: 92.0%
  • SitemapPassed

    An XML sitemap listing the pages, ideally referenced from robots.txt.

    study: 86.8%
  • Link headersNot met

    Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.

    study: 0.3%
  • DNS for AI DiscoveryNot present

    Advertise agent endpoints with SVCB records under _agents.

    study: 5.5%
Content accessibility
50 of 100
  • Markdown negotiationNot met

    Return a markdown version when asked with Accept: text/markdown, for example at the CDN.

    study: 1.9%
  • llms.txtPassed

    An llms.txt that tells language models what the site offers.

    study: 25.1%
Bot access control
32 of 100
  • AI bot rulesPartly met

    Add explicit robots.txt groups for the main AI crawlers.

    study: 93.4%
  • Content SignalsNot met

    Add a Content-Signal line for search, ai-input and ai-train to robots.txt.

    study: 1.4%
  • Web Bot AuthNot present

    Only relevant if you run your own agents or crawlers: publish a signing key directory.

    study: 0.2%
APIs, auth and MCP
0 of 100
  • API CatalogNot met

    List public APIs in a linkset at /.well-known/api-catalog.

    study: 0.3%
  • OAuth discoveryNot met

    Publish OpenID Connect or OAuth server metadata under /.well-known.

    study: 11.8%
  • OAuth Protected ResourceNot met

    Serve protected resource metadata at /.well-known/oauth-protected-resource.

    study: 10.3%
  • auth.mdNot met

    Publish an auth.md describing how agents sign in.

    study: 0.0%
  • MCP Server CardNot met

    Offer an MCP server and publish its server card under /.well-known.

    study: 0.2%
  • A2A Agent CardNot met

    Publish an agent card at /.well-known/agent-card.json.

    study: 0.1%
  • Agent SkillsNot met

    Publish a skills index with the main tasks agents can do.

    study: 0.2%
  • WebMCPCould not check

    Register key actions such as search or cart as WebMCP tools.

    study: 33.7%
  • ARD manifestNot met

    Publish an ai-catalog.json listing every agent interface.

    study: 0.1%

Score 36 of 100 · 97% of checks could run · checked on October 5, 2026 · www.weightwatchers.com · 2,047 companies scanned

See how every company did, and how this was measured.

The checks behind the AI readiness score

4 of 14 passed. This list is for your technical team. The percentage is how many companies in the study pass each check.

These 14 checks ran during the audit and are what the AI readiness part of the overall score counts. The scan above ran later and is stricter on Link headers and Markdown, so a check can pass here and not there.

Show the 14 checks
Discoverability
  • Passedrobots.txt publishedstudy: 85.0%
  • PassedXML sitemapstudy: 73.2%
  • Not metHTTP Link headers (RFC 8288)study: 29.0%
Content Accessibility
  • Not metMarkdown content negotiationstudy: 8.3%
  • Passedllms.txt publishedstudy: 21.7%
  • PassedToken budget (page weight)study: 95.2%
Bot Access Control
  • Not metExplicit AI bot rulesstudy: 13.0%
API / Auth / MCP
  • Not metAPI Catalog (.well-known/api-catalog)study: 0.2%
  • Not metOAuth Authorization Server discoverystudy: 10.1%
  • Not metOAuth Protected Resource discoverystudy: 9.3%
  • Not metMCP Server Cardstudy: 0.0%
  • Not metA2A Agent Cardstudy: 0.0%
  • Not metWebMCP toolsstudy: 4.2%
  • Not metAgent Skills declaredstudy: 0.0%
What AI crawlers may read (robots.txt)

This website sets no rules for any AI crawler by name, like 84% of the websites whose rules we could read. Every AI crawler follows its general rules.

Training AI
  • GPTBotpartly
  • ClaudeBotpartly
  • Anthropic-AIpartly
  • Google-Extendedpartly
  • Applebot-Extendedpartly
  • Meta-ExternalAgentpartly
  • FacebookBotpartly
  • Bytespiderpartly
  • CCBotpartly
  • Diffbotpartly
  • Omgilibotpartly
AI search
  • OAI-SearchBotpartly
  • Claude-SearchBotpartly
  • PerplexityBotpartly
  • Applebotpartly
  • Amazonbotpartly
  • YouBotpartly
Answering questions
  • ChatGPT-Userpartly
  • Claude-Userpartly
  • Perplexity-Userpartly
  • DuckAssistBotpartly
  • MistralAI-Userpartly

Read from the website’s own rules file (robots.txt). An asterisk marks a crawler the file names. The rest follow its general rules. “Partly” means only some pages are blocked.

Websites the AI used as sources

How many times each website was listed as a source in these answers

pmc.ncbi.nlm.nih.gov
63
healthline.com
26
ncbi.nlm.nih.gov
18
forbes.com
18
diet.mayoclinic.org
13
niddk.nih.gov
11
fortune.com
9
mayoclinic.org
8
my.clevelandclinic.org
7
lifemd.com
7

In the study as US-listed.

Every question, and where the company came up (7 of 15)
QuestionOpenAIClaudePerplexityGemini
  • How does one qualify for medication-assisted weight loss through a structured program?
  • Who can benefit most from a weight-loss program that combines nutrition, coaching, and prescription medications?
  • What are alternatives to prescription medication-based weight-loss programs for people interested in losing weight?
  • Are there non-medication weight-loss programs that still offer structured support and personalized meal planning?
  • How does a structured nutrition and coaching program differ from self-guided weight loss plans?
  • Are there affordable options for evidence-based nutrition and medication weight-loss plans?
  • GLP-1 medication weight-loss programs vs traditional diet plans: what's more effective?
  • How much do comprehensive weight-loss programs with coaching and medication access typically cost in the US?
  • What should you do if you're not seeing results on a weight-loss plan with medication support?
  • Is it worth joining a weight-loss program that offers access to FDA-approved medications?
  • Are structured meal plans with coaching more successful for long-term weight loss?
  • How can participants overcome common obstacles with nutrition-based weight-loss programs?
  • How do weight-loss programs with coaching and meal planning work?
  • What are the best nutrition-focused weight-loss programs that include medication support for adults?
  • What types of lifestyle or behavioral weight-loss programs are available without medication options?
named the companyanswered without naming itdid not answer

Columns, left to right: OpenAI, Claude, Perplexity, Gemini. The AI assistants often disagree. Across the study, on 40% of the questions where a company is named, only one of the four names it.

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Overall score 36 of 100 badge for WeightWatchers (WW International)

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