Fix AI visibility from chat: preview first, one Yes to run
Ask Proof does more than answer. Tell it "get us named for Otter alternatives on Perplexity" and it drafts the fix, asks for any fact it is missing, shows a preview card, and waits for your Yes. It works in the Proofsource app, in Slack with an @Proofsource mention, and in replies to fix emails. Built for teams that want AI search fixes shipped without a ticket queue.
AI visibility fixes from chat, in short
The facts, ready to quote.
- How changes run
- A preview card first, then one Yes; Not now leaves everything as it was
- What chat can start
- Fixes, content drafts, key facts, Share Report additions, routine switches
- Missing facts
- Ask asks back for the one fact a draft needs instead of guessing
- Where you can ask
- The app, Slack mentions with Start and Not now buttons, and replies to fix emails
- Audit trail
- Declining or restoring a fix from chat is recorded like the button in the app
- Facts it uses
- About your brand, attached files, and context imported from ChatGPT or Claude, each cited
Fixing AI visibility from chat, explained
Fixing AI visibility means changing what AI engines read so they name your brand when buyers ask: a clearer comparison page, an accurate fact on your site, a listing on a source the engines cite, or a page AI crawlers can actually read. Most tools stop at telling you what is wrong. The work then moves into tickets, briefs and meetings, and weeks pass before anything changes.
Fixing from chat collapses that loop. You say what you want in plain words, the assistant finds the matching fix in your data, drafts it, and shows exactly what will change. A human stays in control: nothing is published, connected or switched until a person approves the specific change on a card.
In Proofsource, Ask Proof can start and publish fixes, draft content, write key facts, add a result to your Share Report, switch routines, and decline or bring back a fix, each through an approval card with Yes and Not now. If a draft needs a fact only you know, such as your current pricing tier names or a launch date, it asks back for that one fact. The same asks work from Slack and from replies to the fix emails Proofsource sends.
How it works
Ask for a fix in plain words, see a preview, press Yes once: Ask Proof drafts pages, key facts and fixes, from the app, Slack or an email reply.
Say what you want
Type, talk, mention @Proofsource in Slack, or reply to a fix email: "win back Otter alternatives on ChatGPT".
Ask finds the fix
It matches your request to the buyer questions, engines and sources in your data and picks the fix that fits.
It asks back if needed
If the draft needs a fact only you know, an ask-back card requests that one fact.
Review the preview
A card shows the exact page, fact or setting that will change, in plain words.
Press Yes or Not now
Yes runs it. Not now leaves everything untouched. Every choice is recorded.
See it in the product
Screens from the Proofsource app, drawn with sample data for an example brand.
To finish the comparison page I need one fact.
Every capability, live today
21 shipped capabilities behind AI visibility fixes from chat, each in the product now.
Ask to fix
The Ask box turns a plain request into a proposed fix.
Preview then Yes
Chat previews a change, then one Yes does it.
Fix tools behind an approval card
Chat can start and publish fixes, draft content and write key facts, and runs each only on the card's Yes.
Approval cards
Your answer on an action card is what runs the action.
Yes and Not now
Every fix card offers Yes to run it and Not now to leave it.
Before I do this card
A "Before I do this" card lists what an action will do, with its buttons.
Chat side of write tools
Actions started in chat go through the same steps as the matching app actions.
App buttons as Ask tools
Buttons you use in the app are offered as Ask tools, one Yes each.
Chat parity tools
Chat can share a report, disconnect an integration, switch routines on or off and decline fixes.
Ask back card
Asks you for the one fact a fix draft needs.
Ask back for missing facts
Missing facts are requested and saved so later fixes can use them.
Fix plan views in chat
Page and feed fix plans, a card of places to publish and a plain plan view appear in the chat.
Add to Share Report from chat
A result win can be added to the brand's Share Report from the chat.
Not for us and Bring back
Decline or restore a fix from chat, recorded the same way as the buttons.
Ask from Slack and email replies
Mention @Proofsource in Slack, use Start or Not now buttons, or reply to a fix email.
Channel asks
Asks that arrive from Slack or email are tracked like asks in the app.
About your brand
A settings page to view, edit or clear the facts Proofsource uses in fix drafts.
Import brand context from ChatGPT or Claude
Paste what another assistant knows about you and it becomes brand facts to review.
Ask plus menu
Attach files and brand knowledge to a request; drafts cite each fact they use.
Chat attachments
Upload a price sheet, deck or spec in chat and Ask reads it.
Attachment management
List, open or remove the files attached to a conversation.
Who it is for
Ship a fix between meetings
Ask for the fix, check the preview on your phone, press Yes. No brief, no ticket.
Approve client work in Slack
Clients mention @Proofsource in their channel and press Start, so approvals stop waiting on email chains.
Draft pages with the right facts
Ask back collects the facts the draft needs before it is written, so pages are accurate the first time.
Reply to an email to act
Reply "do it" to the fix email and the fix starts, with the same approval rules.
Why it matters
You stay in control
Every change shows a preview and waits for a person's Yes, so nothing runs by surprise.
From question to fix in one thread
The diagnosis and the fix happen in the same conversation, so nothing is lost in handoff.
Accurate drafts
Ask back requests missing facts rather than inventing them, so pages AI reads stay true.
Works where your team talks
Slack mentions and email replies use the same approvals as the app.
Recorded like the app
Chat actions are audited the same way as button presses.
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AI visibility fixes from chat: Proofsource and other tools
Assistants that can act, not just answer, are new across the category. Here is what each platform's own pages say.
| Capability | Proofsource | Profound | Peec AI | AthenaHQ | Writesonic |
|---|---|---|---|---|---|
| Assistant drafts work for approval | YesAsk previews each fix and runs it on one Yes | YesIdentifies, drafts and stages marketing work for approvalSource | YesRanked opportunities with custom actions; approval requiredSource | RelatedOn-brand assets reviewed before publishingSource | RelatedPrioritized recommendations by categorySource |
| Ask from Slack | Yes@Proofsource mentions with Start and Not now buttons | YesTag Profound in any channel or threadSource | RelatedVia MCP workflowsSource | Not listed | Not listed |
| Act by replying to an email | YesReply to a fix email to start it | Not listed | Not listed | Not listed | Not listed |
| Assistant grounded in your account data | YesUses your brand facts, attached files and imported context, each cited | YesChat assistant with conversation memorySource | YesIn-app agent with memory, uploads, 20+ MCP connectors, 30 skills; credit-basedSource | YesAgentic assistant grounded in account data, benchmarks, citationsSource | Not listed |
| Attach files to a request | YesUpload a price sheet, deck or spec in chat | Not listed | YesSupports uploads in the in-app agentSource | Not listed | Not listed |
| Brand facts you can edit | YesA settings page to view, edit or clear the facts used in fix drafts | YesLive brand and personal context keeps agents aligned with positioningSource | Not listed | RelatedEnterprise featureSource | Not listed |
Where each of them shines
Profound's AI Marketer stages a wide range of marketing work, from page rewrites to launch kits, inside a large integration ecosystem. Compare in full
Peec's Actions rank opportunities with evidence and keep a clear approval step before anything changes. Compare in full
AthenaHQ links content creation to its citation and recommendation engines, with review before publishing.
Writesonic pairs its Action Center with strong content generation and page rewrite agents.
Questions about AI visibility fixes from chat
Can Ask Proof publish changes on its own?
No. Ask Proof drafts the change and shows a preview card. It runs only after a person presses Yes. Not now leaves everything as it was.
What kinds of fixes can I start from chat?
You can start and publish fixes, draft content, write key facts about your brand, add a result to your Share Report, switch routines on or off, and decline or restore fixes.
Do these fixes help with every AI engine?
Yes. Fixes target the buyer questions and sources Proofsource tracks on every engine your plan covers, up to 10 AI engines, and Proofsource re-checks those answers after a fix ships.
How does the Slack ask work?
Mention @Proofsource in a connected Slack channel. It answers there and offers Start and Not now buttons, with the same approval rules as the app.
Can I reply to an email to start a fix?
Yes. Replies to Proofsource fix emails are read as asks, so you can approve work from your inbox.
What happens if Ask does not know a fact it needs?
It asks back. An ask-back card requests the one missing fact, and the answer is saved so later fixes can use it.
How is this different from Profound's AI Marketer?
Both draft work for approval. Proofsource keeps the approval inside the conversation as a single preview card, offers app buttons as chat tools, and accepts asks from Slack mentions and fix email replies.
Where do the facts in a draft come from?
From About your brand in Settings, files you attach with the plus menu, and context you import by pasting what ChatGPT or Claude already says about you. Drafts cite each fact they use.
Is there a record of what was approved?
Yes. Declining or restoring a fix from chat is recorded the same way as pressing the button in the app.
Keep exploring
Try it on your own brand.
Proofsource is live: scan your brand and see AI visibility fixes from chat at work with your own answers, competitors and sources.
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