Thunderbit is an AI web scraper that charges a credit for every row it extracts and sends the page to its servers and Google Gemini. For comments and reviews, CommentGrab exports the whole thread free, in your browser. The comparison below is sourced from Thunderbit's own pages.
Skip Thunderbit's $15/mo Starter plan $180 a year, for everyday comment exports
| At a glance | Thunderbit | CommentGrab |
|---|---|---|
| Price | Free 6 pages a month, then $15/mo or $38/mo | Free on every platform |
| How it charges | 1 credit per row, 2 with subpages | Nothing to charge |
| Refunds | None for unused time or credits | Nothing to refund |
| Where the page goes | Their servers, then Google Gemini | Stays in your browser |
| Source code | Closed source | Public on GitHub |
| Verdict | Built for AI extraction on any site, with enrichment. | Pick CommentGrab for comment and review exports at no cost. |
Thunderbit counts 1 row as 1 credit, or 2 with subpage scraping. Starter gives 500 credits a month for $15, so one YouTube video with 800 comments uses more than a month of it. The free plan covers 6 pages a month.
CommentGrab has no credits. It reads the thread on the page you're on, with replies where the site has them, and exports it as CSV, JSON or Markdown. If you want AI analysis, it uses your own OpenAI key and you pay OpenAI for the tokens.

From Thunderbit's 1-2 star Trustpilot reviews (TrustScore 3.0 from 31 reviews, 16 negative reviews visible) and its 10 most recent Chrome Web Store reviews, checked 13 Oct 2026.
Overall rating: TrustScore 3.0 from 31 reviews, and 4.1 from 217 ratings on the Chrome Web Store. The cards below come from the 16 negative Trustpilot reviews we could see.
Reviewers describe an AI support bot, no human reply and ignored cancellations.
“AI customer support that is impossible to contact.”Trustpilot review, source, 29 Jun 2026
CommentGrab: There's no subscription to cancel. Questions go to the developer through the contact form.
Users who asked within days of paying were refused.
“was told I could not get a refund as it was not their policy”Trustpilot review, source, 25 Mar 2026
CommentGrab: It's free, so there's never a charge to dispute.
Annual plans charged upfront when users expected a monthly price.
“charged $199 without consent”Trustpilot review, source, 30 Mar 2026
CommentGrab: No card, no plan, no account.
Runs that loop or stop early still use up credits.
“when it doesn't you still burn through credits”Trustpilot review, source, 5 May 2026
CommentGrab: If a capture stops, you keep what loaded and can run it again. Nothing is counted.
Checked on 13 Oct 2026 against Thunderbit's own pages. Something changed? Tell us.
| Thunderbit | CommentGrab | |
|---|---|---|
| Works on | Any site, with templates for Amazon and others | 13 comment and review sites |
| Comment replies | Depends on what the AI extracts | Nested where the site has threads |
| Free usage | 6 pages a month, 30 credits a page | No limit |
| Pagination on free | Not included | Loads the full thread |
| Export formats | Excel, Google Sheets, Airtable, Notion, CSV | CSV, JSON, Markdown, clipboard |
| AI | Extraction and enrichment, on credits | Research insights on your own OpenAI key |
| Account | Needed to track credits | None |
| Page content sent out | To their servers and Google Gemini | Only to OpenAI, when you run an analysis |
| Source code | Closed | Public (PolyForm Shield) |
Thunderbit sells monthly credits. Yearly plans are cheaper per month, and all yearly credits are paid upfront.
Source: Thunderbit pricing page, 13 Oct 2026.
For everyday comment exports you can skip the $15/mo Starter plan ($180 a year).
With AI analysis you pay OpenAI directly for the tokens you use.
Thunderbit is the better pick when you need AI to pull structured fields from sites with no dedicated tool.
Describe the fields you want and it fills a table, including subpages. CommentGrab only reads the 13 sites it supports.
It enriches contacts and sends results to Google Sheets, Airtable and Notion, with an API, a CLI and an MCP server.
It takes a couple of minutes, and you don't need an account.
Add it from the Chrome Web Store. No account and no card.
Go to the YouTube video, Reddit post or product page you were scraping.
Pick CSV, JSON or Markdown. Paste the CSV into Google Sheets if that's where you work.
On 13 Oct 2026: a free plan with 6 pages a month, Starter at $15 a month for 500 credits ($9 a month billed yearly) and Pro at $38 a month for 3,000 credits. One row is one credit.
Its pricing page says Thunderbit does not offer refunds for unused time or credits.
CommentGrab exports comments and reviews from YouTube, Reddit, Amazon, Trustpilot, Google Maps and 8 more sites for free, with no credits.
Its privacy policy says page HTML goes to Thunderbit's servers and is then sent to Google Gemini for processing. CommentGrab only contacts OpenAI, with your own key, when you start an analysis.
Install CommentGrab, open a supported thread and export every reply in seconds.