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Search API pricing in 2026: what 1,000 searches really cost an AI agent

A November 2026 comparison of search API pricing found that NestDaddy's entry plan costs $3.80 per 1,000 searches on Starter and $1.49 on Scale, versus about $25 for SerpApi, $7.50 for Tavily, and $5 to $7 for Exa and Brave Search API. For an agent answering 250 questions a day with one search and one full page read each — 7,500 searches and 7,500 page reads over 30 days — NestDaddy's Pro plan at $49 with 25,000 credits was the cheapest all-in option, against about $68 to $72 for Tavily, about $38 plus a self-run scraper for Brave, and $150 for SerpApi's 15,000-search Production plan plus a scraper. The comparison argues that per-search list prices understate real agent costs because SerpApi and Brave return only titles, URLs and snippets, leaving page fetching, proxy management and parsing to the developer.

read5 min views1 publishedNov 14, 2026
Search API pricing in 2026: what 1,000 searches really cost an AI agent
Image: Nestdaddy (auto-discovered)

Tavily, SerpApi, Brave, Exa and NestDaddy compared on the price per 1,000 searches, and on what a real agent pays once it also reads the pages it finds. Worked example and table, November 2026.

Every search API puts a price per 1,000 searches on its pricing page, and every comparison article copies those numbers into a table. The table is useful, but it hides the part that decides your real bill: an AI agent rarely stops at the search results. It opens the best two or three pages and reads them, because snippets are too short to answer anything properly.

So this post does two things. First, the plain price per 1,000 searches at each provider's entry plan. Then a worked example of a real agent, with page reading included, because that is where the totals change.

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Price per 1,000 searches #

Public list prices as of November 2026, at each provider's entry paid plan. Prices change often, so check each site before you decide.

Provider Entry paid plan Per 1,000 searches Free tier
SerpApi $25 for 1,000 searches about $25 250 searches a month
Tavily $30 for 4,000 credits about $7.50 1,000 credits a month
Exa pay as you go about $5 to $7 trial credits
Brave Search API pay as you go about $5 monthly credit
NestDaddy $19 for 5,000 credits $3.80 on Starter, $1.49 on Scale 1,000 credits a month, no card

At this level the ranking looks simple. It is not, because the products do different amounts of work per call.

What a search call does not give you #

A search result is a title, a URL and a snippet of one or two sentences. That is enough for a link list, and not enough for an agent that has to explain, compare or summarise. To answer well, the agent reads the pages. How each provider handles that step matters more than the search price:

  • SerpApi returns Google's results page as JSON. Reading the pages is your job: you fetch them, deal with blocks and paywalls, and extract the text yourself.
  • Brave Search API returns results from Brave's own index. Page text is not part of the search plan, so again you fetch and clean pages yourself.
  • Tavily andExa can return page content as part of the call or through an extract endpoint, priced in their own credits.
  • NestDaddy has a page-reading endpoint and an MCPread_page tool. A search costs 1 credit, reading a full page costs 2. News search, news by country and research papers use the same credits and the same key.

"Fetch the pages yourself" sounds free, but it means running a scraper: proxies, retries, parsers that break when a site changes its layout, and pages that refuse bots. For a side project that may be fine. For a product, it is a second system to keep alive.

A worked example #

An agent answers 250 questions a day. For each question it runs one search and reads one page in full. Over 30 days that is 7,500 searches and 7,500 page reads.

Provider What it covers Monthly cost, approx.
SerpApi 7,500 searches; page reading not included $150 (Production plan, 15,000 searches) plus your scraper
Brave Search API 7,500 searches; page reading not included about $38 plus your scraper
Tavily 7,500 searches plus extraction about $68 to $72 in credits at its published per-credit rates
NestDaddy 7,500 searches (7,500 credits) plus 7,500 page reads (15,000 credits) $49, the Pro plan with 25,000 credits

Brave is the cheapest line if you already run a good scraper and only need search. Once page reading is part of the job, a plan that includes it, with no second system to maintain, comes out cheaper in money and in engineering time.

What else is in the price #

Price per call is one axis. A few others decide whether the API fits your agent:

  • Fresh news. Agents get asked about today. NestDaddy includes news by topic and by country from local publishers in 39 countries, refreshed through the day, plus keyword news search going back 120 days. General web search indexes rarely surface news from the last hour.
  • MCP. If your agent runs in Claude, Cursor, VS Code or n8n, a remote MCP server saves you writing tool code. NestDaddy ships one; check whether your provider does.
  • Your own index or someone else's. Resold Google results can disappear or change terms. An independent index, like Brave's or NestDaddy's, is a separate supply.
  • Rate limits and what happens at the limit. Some APIs bill overage automatically. NestDaddy stops at your plan's credits and answers with a clear message, so a loop in your agent cannot run up a bill.

Try it before you choose #

The cheapest way to compare is to run your own agent against two or three providers for a day and count the calls. NestDaddy's Free plan gives you 1,000 credits a month with no card, which is enough to test search, news and page reading on real questions.

Other providers' prices are taken from their public pricing pages and third-party price trackers in November 2026, rounded, and change often; check their sites for current pricing.

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