Thin context
The model received a topic, keyword, screenshot summary, or memory of the conversation instead of the actual visible post.
AI reply fix
Generic AI social replies fix
To fix generic AI social replies, give the model the visible source post, ask for three different reply angles, require one specific observation, and remove vague praise before posting. The best fix is not a longer prompt; it is a better workflow: visible context, platform fit, selected draft choice, editing, and manual final posting. TypeToSell is built around that sequence for X, Reddit, and Facebook.
Last updated: July 12, 2026. Fixes describe workflow repair, not customer outcome claims.
Symptom
What this failure looks like
The draft could fit almost any post: vague praise, no specific observation, no useful distinction, and no reason for the recipient to answer.
Diagnosis
Why the workflow breaks
Single-angle output
The prompt asked for one reply, so the model collapsed trust, conversation, and CTA into a bland middle.
No platform rule
X, Reddit, and Facebook need different rhythm, proof, and CTA pressure, but the draft used the same generic structure.
No edit gate
The user copied the first draft without checking whether it mentions something specific from the source post.
Fix steps
How to repair it
Paste the source post first
Start with the exact public post or comment. Ask the draft to mention one detail that proves the post was read.
Force three options
Ask for a trust-building reply, a conversation-starting reply, and a natural next-step reply rather than three rewrites.
Delete vague praise
Remove openings such as 'great point' or 'this is so true' unless they lead into a specific observation.
Use TypeToSell beside the composer
When using the Chrome extension, generate from the visible composer context and insert only the selected editable draft.
Prevention
How to keep it from coming back
Keep visible context explicit
Do not let the model guess from a keyword. Use the actual visible post, comment, or thread context before asking for a draft.
Ask for three reply angles
Request trust, conversation, and natural next-step options so the user can choose the safest draft instead of accepting one generic answer.
Remove unsupported proof
Delete invented statistics, testimonials, links, pricing, customer outcomes, store availability, or platform approval claims before posting.
Keep final posting manual
TypeToSell should draft, copy, or insert selected editable text only. The user still presses Reply, Post, or Comment manually.
Mobile roadmap impact
How this fix affects mobile web, Android, iOS, and browser extensions
Mobile web + share/copy first
Use mobile web to prove the fix quickly because it tests context input, selected draft copy, return-to-app behavior, and manual posting without native complexity.
Android ReplyPilot Keyboard second
Move the fix into Android keyboard only after Android users already select useful drafts and the remaining problem is insertion friction.
iOS keyboard + Share Extension third
Use iOS Share Extension when the problem is source context handoff, and use keyboard or copy fallback for selected draft placement.
Safari iOS and Firefox Android later
Treat mobile browser extensions as browser-session fixes, not proof that native X, Reddit, or Facebook app composers are solved.
Related execution pages
Connect the fix to TypeToSell implementation
FAQ
Fix questions
Why do AI replies sound generic?
They usually lack visible source context, platform rules, and a requirement to make one specific observation.
What is the fastest fix?
Paste the exact source post and ask for three intent angles before choosing and editing one.
Does TypeToSell auto-fix and post the reply?
No. TypeToSell drafts editable options; the user chooses, edits, and posts manually.