Strategy
How to Track SERP Features in 2026 (Free + API Methods)
How to track SERP features in 2026 — the seven that move traffic, the free ways to start monitoring today, and the API method that scales to millions of keywords.
The Google search scraper that returns the real SERP via one API. Extract organic results, sponsored ads, People Also Ask, related searches, and optional AI Overview with cited sources. Supports multi-page, desktop/mobile, and city-level geo. Pay only for what you scrape.
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cloro returns organic, ads, PAA, related searches, and AI Overview in one call. The same key works for ChatGPT, Perplexity, Gemini, AI Mode, Copilot, and Google News.
Google has no public Search API for the rich SERP, and the legacy Custom Search API misses most of what users see. To monitor real organic positions, ad placements, AI Overview citations, and PAA expansion at scale, you have to render and parse google.com.
Google's anti-automation is the most aggressive on the public web. DIY pipelines break within hours of a SERP UI update, and sustained sampling at production volume burns through residential proxies fast. cloro handles the access layer so your SERP tracking keeps running through every Google revision.
Google's index updates continuously. Organic positions for the same query can shift between morning and afternoon, and personalization adds another layer of variability. A single sample tells you nothing about real ranking; you need repeated runs across regions, devices, and time. cloro's pay-per-call pricing makes high-cadence sampling viable at scale.
Google's Custom Search JSON API returns a small subset of what users see. No ads, no AI Overview, capped at 100 free daily queries, and the index is its own restricted version. Surfer's analysis measured ~20% overlap between AI APIs and the rendered UI across LLMs. The Custom Search gap for Google SERP is comparable.
Sponsored ads (with position, blockPosition top/bottom, sitelinks), AI Overview (with text, sources, videos, injected ads), People Also Ask (with snippet, markdown, sources), and related-search suggestions are all rendered surfaces. None live in any official Google API. cloro returns each as structured JSON in a single SERP call.
Parse organic results, ads, People Also Ask, People Also Search For, featured snippets, knowledge panels, related searches, and optional AI Overview from one endpoint.
from cloro import Cloro
client = Cloro(api_key="sk_live_your_api_key_here")
response = client.monitor.google(
query="best laptops for programming",
country="US",
device="desktop",
pages=1,
include={"aioverview": {"markdown": True}},
)
print(response["result"]["organicResults"]){
"success": true,
"result": {
"organicResults": [
{
"position": 1,
"title": "Best Laptops for Programming in 2026",
"link": "https://example.com/best-programming-laptops",
"snippet": "Looking for the best programming laptops? Our 2026 guide ranks the top picks for Python, JS, ML, and mobile dev...",
"page": 1
}
],
"peopleAlsoAsk": [
{
"question": "What specs should I look for in a programming laptop?",
"type": "LINK",
"snippet": "Key specifications include 16GB+ RAM, an M-series or recent Intel/AMD chip, and a high-resolution display..."
}
],
"relatedSearches": [
{
"query": "best budget laptop for coding 2026"
},
{
"query": "macbook pro vs thinkpad for development"
}
],
"aioverview": {
"text": "For programming in 2026, the top picks are the MacBook Pro M4, Dell XPS 15, and Lenovo ThinkPad X1 Carbon...",
"markdown": "## Best Laptops for Programming\n\nFor programming in 2026, the top picks are...",
"sources": [
{
"position": 1,
"url": "https://wirecutter.com/laptops",
"label": "Wirecutter — Best Laptops",
"description": "Independent testing of 25+ laptops for software development workflows"
}
]
}
}
}Pick a plan that fits your volume. Price per credit drops as you scale.
| Plan | Price / mo | Credits | Per 1k | Concurrency | Seats | Support |
|---|---|---|---|---|---|---|
| Free | $0 | 500 | — | 1 | 1 | Community |
| Lite | $30 | 37,500 | $0.80 | 10 | Unlimited | |
| Hobby | $100 | 250,000 | $0.40 | 20 | Unlimited | |
| Starter | $250 | 650,000 | $0.39 | 50 | Unlimited | |
| GrowthPopular | $500 | 1,350,000 | $0.37 | 75 | Unlimited | Priority email |
| Business | $1,000 | 2,800,000 | $0.36 | 100 | Unlimited | Priority email |
| Enterprise 2K | $2,000 | 5,871,025 | $0.34 | 135 | Unlimited | Slack |
| Enterprise 3K | $3,000 | 9,306,606 | $0.32 | 175 | Unlimited | Slack |
| Enterprise 4K | $4,000 | 12,756,261 | $0.31 | 215 | Unlimited | Slack |
| Enterprise 5K | $5,000 | 16,391,783 | $0.31 | 255 | Unlimited | Slack |
| Enterprise | $5,000+ | Increased concurrency, overages on credits and credit discounts for annual contracts.Know more | ||||
Credit cost per request varies by provider. The figures below are for async/batch requests; sync requests add a +2 credit surcharge.
ChatGPT full response includes query fan-out, ads, and shopping data. Google News uses the same pricing as Google Search.
Custom Search returns organic results from a curated index, not the full Google SERP a real user sees. No sponsored ads, no AI Overview, no People Also Ask, no related searches, no knowledge graph. It's also rate-limited to 100 free daily queries with paid extension capped at 10k/day. cloro's SERP API returns the rendered google.com surface with no daily caps.
Full ad block, both top and bottom. Each ad entry includes `position`, `blockPosition` (`top` or `bottom`), `title`, `url`, `domain`, `description`, and `sitelinks`. Useful for competitive intelligence: you can measure when competitors run ads on your branded queries and which sitelinks they bid on.
Yes. Pass `include.aioverview: { markdown: true }` in the request and the response adds a `result.aioverview` block with text, markdown, parsed sources, inline videos, and any injected ads. Costs +2 credits per request. There's also `include.paaAioverview` (+2 credits) to hydrate PAA entries with their AI Overview content.
Yes. Pass `device: "mobile"` or `"desktop"`. Mobile SERP often shows a different ad block layout, more aggressive PAA expansion, and different organic ordering. For global e-commerce or local-services brands, sampling both is essential.
Country-level via `country` (any ISO-3166 code), or city-level via `location` (Google's canonical location name, e.g. `"New York,New York,United States"`) or pre-encoded `uule`. Local-pack and ad placements diverge sharply by city, so country-only sampling will miss most of the local-search reality.
Pass `pages: N` (1–10) to fetch up to N SERP pages in a single call. Each result entry carries its own `page` field. For brand-monitoring or rank-tracking, page 1 covers ~95% of meaningful position changes; pages 2–3 are useful for thin-content competition tracking. Beyond page 3, click-through drops below 1% (diminishing returns).
Google's anti-automation is the hardest sustained engineering problem on the public web. Realistic in-house costs at production volume run $5–10k/month on residential proxies and browser farms before engineer time, with a fragile success rate. cloro charges per-call from $0.40 per 1,000, so a team running 1M SERP calls/month pays under $400 with no maintenance overhead.
See our detailed cheapest SERP API in 2026 breakdown — true cost-per-call across cloro, TrajectData, Serper, DataForSEO, and SerpApi, with the hidden fees (AI Overview surcharges, n=100 pagination, monthly minimums) that flip the published rankings.
Yes. cloro is a production-grade People Also Ask API and PAA scraper — the same `/v1/monitor/google` endpoint returns the full PAA tree (visible questions, expanded children, cited URLs, and answer text) in a single structured JSON response. No separate endpoint, no add-on pricing, no DOM parsing on your side. Optional `include.paaAioverview: true` hydrates each PAA entry with its AI Overview content. See our PAA SEO guide for what to do with the data.
Yes to both. The response includes a `knowledgePanel` block (entity title, description, image, social profiles, structured facts) when Google renders one — making cloro a drop-in Google knowledge panel API for brand-monitoring and entity tracking. People Also Search For (PASF) blocks return beneath each organic result with their alternative queries, exposing the per-result refinement intent that standard SERP scrapers miss. See SERP features tracking for the full feature taxonomy.
How to track SERP features in 2026 — the seven that move traffic, the free ways to start monitoring today, and the API method that scales to millions of keywords.
Benchmark of 12 SERP APIs — AI Overview parsing depth, true cost at 100k calls/month, and which one beats SerpApi on AI coverage. 2026 tested results.
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