The best Trustpilot scrapers in 2026, ranked with live store numbers

How we ranked Trustpilot scrapers

Every number here comes from the public Apify Store page of each actor as shown on September 7, 2026: the listed price per 1,000 reviews, total users, the review rating with its count, and the 30-day failure rate the store publishes for every actor. We did not run paid benchmarks of competitors; Datapika's own timings come from platform runs on the same date. Datapika publishes this page and operates the openclawai actors, so read the ranking as a documented comparison, not a neutral test.

The things that separate these tools are not the price alone. Trustpilot serves at most 200 reviews per filter combination, so a scraper that cannot combine filters caps out there. Several actors depend on a captured mobile-app token that expires; when it does, every run fails until the author replaces it. And Trustpilot's bot wall blocks plain HTTP clients, so each tool either solves it or routes through a proxy whose cost is either included or yours.

• Price per 1,000 reviews as listed on the store page, including any start fee
• Users and rating with review count, as shown
• 30-day failure rate from the store's public run statistics
• Whether an app token, cookie or login is needed
• Whether the tool passes the 200-review-per-filter limit

1. Datapika Trustpilot Reviews Scraper: no token, past the 200 limit

Input is a domain, a company name or a review page URL. Output is one row per review with rating, title, text, language, dates, verified flag, reviewer country, likes and the company reply, plus a free company row with TrustScore, rating distribution, review counts by language, categories, reply rate and average days to reply. Filters for stars, date range, languages, verified-only and replied-only are sent to Trustpilot, so a 1-star pull fetches and bills only 1-star reviews.

The deep sweep combines star, date and language streams and de-duplicates by review ID. On September 7, 2026 it returned 1,500 reviews for www.airbnb.com in 320 seconds and 100 reviews for each of 10 companies in 460 seconds. Price is $0.005 per review with no start fee and the anti-bot proxy included. It is the most expensive per row on this page and the only one on it that needs nothing pasted in.

• $5 per 1,000 reviews, one event, no start fee, proxy included
• No login, cookie, API key or app token
• Free company profile row per input
• Deep sweep past Trustpilot's 200-review-per-filter wall
• Published September 2026, so store users and reviews are still low

2. memo23/trustpilot-scraper-ppe: the largest, with paid AI add-ons

With 2,472 users and a 4.80 rating from 20 reviews on September 7, 2026, memo23 is the most-used Trustpilot actor on the store. Its page lists from $0.50 per 1,000 results, plus optional AI events, review insights at $0.02 and pain-point analysis at $0.05 per event, which change the bill considerably if left on. The 30-day failure rate showed 0.6 percent. It is the default choice for bulk pulls where price per row matters most.

• From $0.50 per 1,000 results
• 2,472 users, 4.80 rating from 20 reviews
• Optional AI analysis events at $0.02 and $0.05
• 0.6 percent of runs failed in the last 30 days

3. automation-lab/trustpilot: cheap per row, start fee per run

automation-lab lists a $0.005 start fee for every run plus $0.575 per 1,000 reviews, with 1,963 users and a 5.0 rating from a single review on September 7, 2026. The start fee is negligible on a large pull and dominant on a scheduled job that fetches a handful of new reviews per company per day. Its 30-day failure rate showed 0.2 percent.

• $0.005 per run + $0.575 per 1,000 reviews
• 1,963 users, 5.0 rating from 1 review
• 0.2 percent of runs failed in the last 30 days
• Best for one-off bulk pulls, weakest for many small scheduled runs

4 to 6. theagents, zen-studio, sourabhbgp

theagents/trustpilot-reviews lists $0.50 per 1,000 reviews with 557 users and a 5.0 rating from 7 reviews. zen-studio/trustpilot-review-scraper lists $1.99 per 1,000 with 659 users, no rating, and a 39.7 percent failure rate over the last 30 days on September 7, 2026, which is the number to check before trusting any scheduled job to it. sourabhbgp/trustpilot-scraper lists $0.50 per 1,000 reviews and $1 per 1,000 company records with 122 users and a 5.0 rating from 2 reviews.

• theagents: $0.50 per 1,000, 557 users, 5.0 (7)
• zen-studio: $1.99 per 1,000, 659 users, 39.7 percent failed runs in 30 days
• sourabhbgp: $0.50 per 1,000 reviews, $1 per 1,000 company records, 122 users