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Leaderboard›saas

Medium: Read and write stories.

medium.com
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Overall score
57.9Poor
▼ 7.6
Rank
#315
Prev: #192
saas avg
41.7
360 peers
Agent runs / week
3
Across 0 providers

On Medium, anyone can share insightful perspectives, useful knowledge, and life wisdom with the world.

Locales
en
Opportunity cost · SaaS

Medium: Read and write stories. could be leaving ~$2,862,800 in new ARR on the table every year

Stunt Double’s 2027 agent-traffic model projects 34% of trial, signup and plan selection sessions in the SaaS sector will be initiated or completed by AI agents[1][2]. Medium: Read and write stories. currently scores 57.9 on the Stunt Double Index[3], with a 42-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 recurring revenuebaseline for this sector — it is a directional estimate, not a measured conversion rate.

Gap to leader
42.1 pts
Above SaaS avg
0.0 pts
Modelled new ARR at risk
$2,862,800

Estimate assumes a $20M ARR baseline with agent-sourced expansion. Claim your domain to replace this placeholder with your reported new ARR.

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?
85
DiscoveryWill they pick you?
75
Information retrievalCan they read your site?
60
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?
50
Delegated accessDo you let agents in, safely?
24
▼ 76.0
Contact & communicationCan an agent reach a human?
40

By agent provider

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

Where agents get stuck

Public summary · full session replay available to verified owners
lowBrand awareness
Fewer than two social profiles linked. Agents struggle to triangulate the brand.
lowDiscovery
No llms.txt. You miss the emerging standard for giving agents a curated map of the site.
highInformation retrieval
Homepage ships little text to server-rendered HTML. Agents without a browser see an empty shell.
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".
highTask completion
Homepage returns a bot-challenge / CAPTCHA. Agents can’t complete a task if they can’t load the site.
lowTask completion
No server-rendered form detected. Agents without JavaScript can’t submit anything.
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.
highDelegated access
No public API docs detected. Agents have no scoped way in; they must drive a browser.
highContact & communication
No contact page linked or reachable. Agents acting on a user’s behalf have nowhere to send a message.
highTask completion
Claude hits a bot-challenge page on the homepage.
highTask completion
ChatGPT Agent hits a bot-challenge page on the homepage.
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.