Leaderboardecommerce

Wolfram

wolframalpha.com
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Overall score
41.5Poor
Rank
#454
Prev: #0
ecommerce avg
61.6
118 peers
Agent runs / week
1
Across 1 providers

Wolfram|Alpha brings expert-level knowledge and capabilities to the broadest possible range of people—spanning all professions and education levels.

Audience
Developer
Locales
en
Opportunity cost · e-commerce

Wolfram could be leaving ~$9,945,000 in revenue on the table every year

Stunt Double’s 2027 agent-traffic model projects 34% of product discovery and checkout sessions in the e-commerce sector will be initiated or completed by AI agents[1][2]. Wolfram currently scores 41.5 on the Stunt Double Index[3], 8.6 points below the e-commerce peer average, with a 59-point gap to the ideal agent experience (100). The loss figure below applies that gap to the projected agent-driven slice of a typical annual e-commerce revenuebaseline for this sector — it is a directional estimate, not a measured conversion rate.

Gap to leader
58.5 pts
Below e-commerce avg
8.6 pts
Modelled revenue at risk
$9,945,000

Estimate assumes a $50M annual e-commerce revenue baseline. Claim your domain to replace this placeholder with your reported revenue.

Category breakdown

Brand awarenessCan agents recognise you exist?
65
DiscoveryWill they pick you?
50
Information retrievalCan they read your site?
60
Market rankingWhere do you sit in the lineup?
15
AccuracyDo they tell the truth about you?
50
Task completionCan an agent complete a task on behalf of a user?
25
Delegated accessDo you let agents in, safely?
35
Contact & communicationCan an agent reach a human?
30

By agent provider

By agent provider
Session quality, 30-day rolling, N ≥ 10 per provider
Claude
Anthropic
0.0
ChatGPT Agent
OpenAI
55.0
Gemini
Google
0.0
Perplexity
Perplexity
Copilot
Microsoft
Browserbase Operator
Browserbase

Where agents get stuck

Public summary · full session replay available to verified owners
mediumBrand awareness
No Organization JSON-LD. Agents can’t tell who owns the site at a glance.
lowBrand awareness
Fewer than two social profiles linked. Agents struggle to triangulate the brand.
mediumDiscovery
No sitemap.xml. Agents can’t enumerate indexable pages.
lowDiscovery
No canonical URL. Agents may conflate duplicate pages as separate entities.
lowDiscovery
No llms.txt. You miss the emerging standard for giving agents a curated map of the site.
mediumInformation retrieval
No JSON-LD structured data. Agents must infer entities from markup.
highInformation retrieval
Site renders a "please enable JavaScript" notice to non-JS clients.
mediumMarket ranking
No Product/Service schema on the homepage. Agents can’t easily compare offerings.
lowMarket ranking
No review or aggregateRating schema. Agents have no signal for ranking vs peers.
mediumMarket ranking
No price visible to non-JS clients. Agents may report "pricing not disclosed".
lowAccuracy
No canonical URL. Agents may cite ephemeral query-string variants.
mediumAccuracy
No freshness headers. Agents can’t tell when content was updated.
mediumAccuracy
No JSON-LD at all. Every factual claim must be inferred from prose.
mediumTask completion
No visible primary call-to-action in the server-rendered HTML. Agents have nothing concrete to click on behalf of a user.
highTask completion
No reachable entry point for delegated tasks — nothing at `/pricing`, `/signup`, `/cart`, `/book`, or similar responds without auth.
highTask completion
Homepage returns a bot-challenge / CAPTCHA. Agents can’t complete a task if they can’t load the site.
highDelegated access
No MCP manifest. Agents can’t auto-discover tools or delegated capabilities.
highDelegated access
No public API docs detected. Agents have no scoped way in; they must drive a browser.
mediumContact & communication
No contact email visible in server-rendered HTML. Agents can’t fall back to email.
lowContact & communication
No help, support, or FAQ hub linked. Agents can’t self-serve an answer before reaching out.
highTask completion
Claude hits a bot-challenge page on the homepage.
mediumDiscovery
ChatGPT Agent is disallowed by robots.txt.
Evidence: Tokens checked: gptbot, chatgpt-user, oai-searchbot
highTask completion
ChatGPT Agent hits a bot-challenge page on the homepage.
mediumDiscovery
Gemini is disallowed by robots.txt.
Evidence: Tokens checked: google-extended, googlebot
highTask completion
Gemini hits a bot-challenge page on the homepage.
highTask completion
Perplexity hits a bot-challenge page on the homepage.
highTask completion
Copilot hits a bot-challenge page on the homepage.
highTask completion
Browserbase Operator hits a bot-challenge page on the homepage.