Score 92
Mobile web + share/copy
Best first benchmark because it reuses web account, quota, billing, generation, selected copy, and manual posting.
Benchmark scorecard
Mobile AI reply surface benchmark
The TypeToSell mobile AI reply surface benchmark gives mobile web + share/copy the strongest first-launch score because it validates demand with the fewest platform constraints. Android ReplyPilot Keyboard scores highest for later native Android composer fit, iOS keyboard plus Share Extension scores highest for iPhone context plus insertion, and mobile browser extensions score highest only for browser-first users.
Last updated: July 11, 2026. These are planning benchmarks, not customer outcome claims.
Benchmark method
How this scorecard should be read
Scores are planning benchmarks from 1 to 5. They combine validation speed, composer proximity, source-context handoff, permission burden, search indexability, browser-user fit, and manual approval safety. They are not customer outcome claims.
Benchmark scores
Scorecard
Score 78
Android ReplyPilot Keyboard
Best second benchmark because it can improve native Android composer speed after mobile web proves demand.
Score 74
iOS keyboard + Share Extension
Best third benchmark because it can pair source context handoff with selected draft placement after simpler paths are validated.
Score 61
Safari iOS + Firefox Android extensions
Best late benchmark because browser extensions help browser-first sessions but do not solve native app composers.
Evidence to collect
What data should prove readiness?
Copied draft rate
Measure how often mobile users choose and copy a draft after generation.
Repeat mobile sessions
Separate one-time curiosity from users who return to draft replies from a phone.
Native-friction complaint
Tag complaints about app switching, insertion, context handoff, or browser-session use.
Manual approval comprehension
Check whether users understand that TypeToSell drafts and the user posts manually.
Interpretation rules
How should the benchmark guide the roadmap?
If mobile web scores high
Keep investing in mobile web until copied drafts and repeat sessions prove the next bottleneck.
If Android friction is specific
Move to Android ReplyPilot Keyboard when copy-back friction, not draft quality, blocks repeat use.
If iOS context is the blocker
Plan iOS keyboard plus Share Extension rather than keyboard-only work.
If browser-first users appear
Add Safari iOS and Firefox Android extension support as fallback channels.
Risk controls
Keep benchmark pages honest
Fake performance proof
Benchmark pages can sound like measured customer outcomes even when they are a planning scorecard.
Label scores as TypeToSell decision benchmarks, not user results, revenue lift, rankings, ratings, or conversion claims.
Native availability drift
A high benchmark score can make roadmap surfaces sound like shipped native products instead of readiness planning.
Keep Android keyboard, iOS keyboard, Share Extension, Safari iOS, and Firefox Android claims framed as roadmap or planning until verified.
Automation pressure
Scorecards can reward speed so much that manual approval gets treated as optional.
Keep manual final posting, selected draft action, and editable text as pass-fail criteria.
Related reading
Connect benchmark evidence to execution
FAQ
Benchmark questions
What is the best mobile AI reply benchmark?
Mobile web + share/copy is the best first benchmark because it validates demand before native keyboard or browser-extension complexity.
Are these scores customer results?
No. They are TypeToSell planning benchmarks, not customer performance, revenue, review, or ranking claims.
What makes a surface fail the benchmark?
Any surface that hides context, removes draft selection, prevents editing, or implies auto-posting should fail.