Best Google AI Overview scraper API in 2026
Litescrape, AnyAPI and Otterly.ai are the best Google AI Overview scraper API providers in our benchmark. We benchmarked 4 providers and rank all 4 by score. For the three we score highest, we show each one's top scoring plan, each part of the plan's score and what 1,000 answers cost. We rank 83 plans by price. Litescrape's top-up from $10 costs the least per 1,000 answers: $0.15.
Every Google AI Overview scraper API provider we score, ranked
- Litescrape, top-up from $10, Usage-based: Overall score 89.9, Accuracy score 86, $0.15 per 1,000 answers
- AnyAPI, top-up from $10, Manual top-up: Overall score 67.2, Accuracy score 94, $1.80 per 1,000 answers
- Otterly.ai, $189 monthly: Overall score 58.1, Accuracy score 86, $94.50 per 1,000 answers
- Omnia, €79 monthly, Growth (25 prompts): Overall score 51.4, Accuracy score 88
We haven't benchmarked 12 other Google AI Overview scraper API providers yet:
#1 Litescrape: Google AI Overview scraper API
Litescrape, top-up from $10, Usage-based
It returns 1 of the 6 key fields we check: Citations.
- Overall score
- 89.9
- $ per 1,000
- $0.15
- Price score
- 88
- $ per 1,000 prompts the provider gets no answer for: the provider's pages don't say
- Plans of this API we rank by price: 83
- Plans cheaper per 1,000 answers than this plan: 0
- Accuracy score
- 86
- Cost to get started score
- 93
- How you pay: a top-up you pay first
- Least to pay before your first result: $10
- Bundle score
- 99
- Also pays for, from the same budget: 190 other calls
- Performance score
- 100
- This call's median time on 3 November 2026, minus the baseline: 6.233 s
- Litescrape, the fastest live provider we benchmarked: 6.233 s
- On 3 November 2026, we sent this provider the same 20 prompts as every other provider in our benchmark.
- This plan scored 0.8643 out of 1 on those 20 prompts. That gives this plan an Accuracy score of 86 out of 100.
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#2 AnyAPI: Google AI Overview scraper API
AnyAPI, top-up from $10, Manual top-up
It returns 1 of the 6 key fields we check: Citations.
- Overall score
- 67.2
- $ per 1,000
- $1.80
- Price score
- 37
- $ per 1,000 prompts the provider gets no answer for: the provider's pages don't say
- Plans of this API we rank by price: 83
- Plans cheaper per 1,000 answers than this plan: 48
- Accuracy score
- 94
- Cost to get started score
- 93
- How you pay: a top-up you pay first
- Least to pay before your first result: $10
- Bundle score
- 100
- Also pays for, from the same budget: 469 other calls
- Performance score
- 22
- This call's median time on 3 November 2026, minus the baseline: 27.863 s
- Litescrape, the fastest live provider we benchmarked: 6.233 s
- On 3 November 2026, we sent this provider the same 20 prompts as every other provider in our benchmark.
- This plan scored 0.9394 out of 1 on those 20 prompts. That gives this plan an Accuracy score of 94 out of 100.
#3 Otterly.ai: Google AI Overview scraper API
It returns 2 of the 6 key fields we check: Citations, Products.
- Overall score
- 58.1
- $ per 1,000
- $94.50
- Price score
- 7
- $ per 1,000 prompts the provider gets no answer for: the provider's pages don't say
- Plans of this API we rank by price: 83
- Plans cheaper per 1,000 answers than this plan: 76
- Accuracy score
- 86
- Cost to get started score
- 69
- How you pay: monthly
- Least to pay before your first result: $189
- Bundle score
- 98
- Also pays for, from the same budget: 41 other calls
- Performance score
- 100
- This call's median time on 3 November 2026, minus the baseline: 0.297 s
- Otterly.ai, the fastest provider we benchmarked that answers from a copy: 0.297 s
- On 3 November 2026, we sent this provider the same 20 prompts as every other provider in our benchmark.
- This plan scored 0.8591 out of 1 on those 20 prompts. That gives this plan an Accuracy score of 86 out of 100.
How we tested
On 3 November 2026, we sent 4 providers the same list of 20 prompts. Each plan's Overall score adds five parts at their weights, scaled to 100. Price and Accuracy weigh 40 each, and Cost to get started, Bundle and Performance weigh 10 each. We score all 4 providers and rank them by their top plan's Overall score.
The Accuracy score on Google AI Overview scraper APIs
We score each provider's call out of 100 on how much of Google's AI Overview the call returns. We give the call one prompt at a time, from the United States. One prompt is "What are the best GitHub user repository APIs?". We look for five parts: the text, the cited pages, the web searches, the ads and the products. We leave out a part, like ads, when no answer has any. Google gives a new AI Overview each time you ask. The words change, so we compare lists, such as the cited pages. We compare each list with the longest list on the same prompt. We average the scores over all prompts. Each prompt counts the same. A prompt with no answer counts as 0. We compare a provider that ran on fewer prompts with the other providers on those same prompts. A provider can't score higher by running only on easy prompts. We lower the score when we test the call on fewer prompts than the benchmark has.
- Google AI Overview scraper API pricing: plans compared
- Google AI Overview scraper API benchmark as CSV
- best-google-ai-overview-scraper-api.txt