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Leaderboard›ecommerce

Wellfound

angel.co
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Overall score
69.3OK
—
Rank
#125
Prev: #124 · top 19% of 649 tracked
ecommerce rank
#24 of 120
Sector average 61.1
Benchmark runs
2
1 domain on the index claimed by owners

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Audience
Developer
Locales
en
Opportunity cost · e-commerce

Wellfound could see ~$5,219,000 of revenue exposed to agent-led journeys each year

Public agent-traffic forecasts suggest a growing share, modelled here at roughly 34%, of product discovery and checkout sessions in the e-commerce sector could be initiated or completed by AI agents[1][2]. Wellfound currently scores 69.3 on the Index[3], leaving a 31-point gap to the ideal agent experience (100). The illustrative figure below applies that gap to the agent-driven slice of a typical annual e-commerce revenue baseline for this sector. It is a directional estimate, not a measured conversion rate.

Gap to leader
30.7 pts
Above e-commerce avg
0.0 pts
Modelled revenue at risk
$5,219,000

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

Sources
  1. [1]Gartner (2025) — Intelligent Agents in AI Really Can Work Alone. Here’s How.
  2. [2]Adobe Analytics (2025) — Generative AI traffic to U.S. retail sites (weekly trend)
  3. [3]Stunt Double (2026) — Stunt Double Index methodology & scoring rubric

Category breakdown

Brand awarenessCan agents recognise you exist?
80
DiscoveryWill they pick you?
50
Information retrievalCan they read your site?
90
Market rankingWhere do you sit in the lineup?
15
AccuracyDo they tell the truth about you?
100
Task completionCan an agent complete a task on behalf of a user?
80
Delegated accessDo you let agents in, safely?
100
Contact & communicationCan an agent reach a human?
20

By agent provider

By agent provider
Session quality, 30-day rolling, N ≥ 10 per provider
ChatGPT Agent
OpenAI
0.0

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.
mediumDiscovery
No sitemap.xml. Agents can’t enumerate indexable pages.
lowDiscovery
No llms.txt. You miss the emerging standard for giving agents a curated map of the site.
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".
mediumTask completion
No mention of delegated auth primitives (passkey, OAuth, MCP). Agents must drive a full browser session.
highDelegated access
No MCP manifest. Agents can’t auto-discover tools or delegated capabilities.
lowDelegated access
robots.txt doesn’t mention any agent user-agents. The policy for agents is implicit.
highContact & communication
No contact page linked or reachable. Agents acting on a user’s behalf have nowhere to send a message.
mediumContact & communication
No contact email visible in server-rendered HTML. Agents can’t fall back to email.
highTask completion
Copilot hits a bot-challenge page on the homepage.