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Comment insights

Synthetic example
VeroKitAudience insights

Synthetic example · fictional data · Sep 11, 2026, 12:00 PM UTC

5 retained comments from 1 source. “Questions” is the largest keyword group, with 4 matches. Read the original wording before choosing a response.

What the comments mention

  1. Questions4
  2. Product requests3
  3. Possible buying interest1
  4. Complaints0

Themes overlap. Keyword matches are not sentiment or verified buying intent.

Prepared with VeroKitSynthetic data · generated by this tool
Download example PDFInputs, steps & limits

From your source to a useful result.

Start with
Posts from an account with authorized comment access, saved imports, or your own comment files.
Leave with
Repeated topics, audience questions, and response prompts with the original comments, plus a downloadable PDF.
  1. 1

    Use an included subscription job to import fresh comments from owned posts, or analyze saved imports and your own comment files with a suitable credit.

  2. 2

    Review repeated audience topics, questions, and the original comments behind each finding.

  3. 3

    Use a topic to prepare a content response when generation is available; subscribers can schedule fresh weekly in-app digests from authorized sources.

Read the complete example report.

Fictional inputs, rendered by the same code as your saved reports.

VeroKitAudience insights

Example · Coffee audience questions

Synthetic example · fictional data · Sep 11, 2026, 12:00 PM UTC

5 retained comments from 1 source. “Questions” is the largest keyword group, with 4 matches. Read the original wording before choosing a response.

What the comments mention

English keyword matches, with overlapping groups.

  1. Questions4
  2. Product requests3
  3. Possible buying interest1
  4. Complaints0

Bar scale: 0–5 retained comments. One comment can appear in multiple groups. These are not sentiment or verified buying-intent scores.

What to take forward

Suggestions based on this saved sample. They are starting points to test.

Respond to “Share recipe”

2 retained comments across 1 post share this wording.

Next step Build a response around this source comment: “Can you share the recipe?” Review the context and supply your own verified answer.

Follow the evidence

Open a theme to read every supporting comment.

Questions · 4 comments
  • “Can you share the recipe?”

    1 · Creator entry · Open source

  • “Where can I buy the coffee?”

    2 · Creator entry · Open source

  • “Could you make a cold brew tutorial please?”

    3 · Creator entry · Open source

  • “Can you share the recipe?”

    4 · Creator entry · Open source

Product requests · 3 comments
  • “Can you share the recipe?”

    1 · Creator entry · Open source

  • “Could you make a cold brew tutorial please?”

    3 · Creator entry · Open source

  • “Can you share the recipe?”

    4 · Creator entry · Open source

Complaints · 0 comments
  • No matches in this sample.
Possible buying interest · 1 comments
  • “Where can I buy the coffee?”

    2 · Creator entry · Open source

Exact repeated wording · 1 matches
“Can you share the recipe?”

2 retained records match after case and whitespace normalization.

Comments by source

  1. Source 15
All source records & dates · 5 comments
  1. Can you share the recipe?

    1 · Creator entry
    coffee-video · Sep 11, 2026, 12:00 PM UTC
    Open source

  2. Where can I buy the coffee?

    2 · Creator entry
    coffee-video · Sep 11, 2026, 12:00 PM UTC
    Open source

  3. Could you make a cold brew tutorial please?

    3 · Creator entry
    coffee-video · Sep 11, 2026, 12:00 PM UTC
    Open source

  4. Can you share the recipe?

    4 · Creator entry
    coffee-video · Sep 11, 2026, 12:00 PM UTC
    Open source

  5. Love the glass!

    5 · Creator entry
    coffee-video · Sep 11, 2026, 12:00 PM UTC
    Open source

Rule-based, English keyword analysis. Themes overlap and can misread context. Counts describe this sample only. Buying interest is inferred, not confirmed. Source comments are reproduced verbatim.

Prepared with VeroKitSynthetic data · generated by this tool

Try the output for yourself.

These example files use fictional inputs and the same export code as your saved work.

Example PDFExample data (JSON)Example source file
  • English keyword rules can misread context; this is not verified sentiment or purchase intent.
  • Counts describe the supplied sample, not your whole audience.
  • A result supports up to 5,000 comments. Comparing multiple posts requires a subscription.

A clear cost before you create.

Compare plans & credits

One finished result uses one credit or one included monthly job. Reports and content packs start at $3.00 USD per result. That credit also covers up to 200 comments for insights; larger samples need a larger credit.

Creator Pro includes 5 jobs/month; Pro Plus includes 25, shared across reports, insights, packs and reviewed AI reply suggestions when available. AI suggestions use included jobs on paid plans. Marketplace browsing is free; applying is included with a creator subscription. Monthly allowances reset on the first UTC calendar day, including annual plans. Purchased credits do not expire.

Comment Automations, inbox replies and batches share their own allowance: 100 contacts/month on Free, 1,000 on Pro and 5,000 on Pro Plus. Messages within the same person’s flow are included; DM contacts never spend finished-job credits. How contacts work.

Edits, reopening, and downloads cost no extra credits. Failed generation returns the reserved use. Saved templates and ongoing workflows require an active subscription.

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