HTTP 200. API status OK. Task error 40101: no SERP data, still billed.
Each check comes with a no-code way to spot it. Save it for your next data check.
π¬ Which silent failure have you hit?
Your SEO report can look fine and be wrong.
5 checks for silent failures:
β Request: same search settings?
β Task: did it really succeed?
β Results: is the data complete?
β Parser: can it read the response?
β Pipeline: did the data survive?
Check 2 can cost you money π
1. Were branded queries included?
2. Which SERP features were on those pages?
3. Which sites were sampled, and how?
Rather see your own numbers than an average? SEOInsider is free and runs on DataForSEO APIs: https://t.co/zH5vCtVDKi
π¬ Which benchmark do you still trust?
Almost every SEO deck has the same slide: CTR by position, #1 gets ~30%.
But two sites in the same spot can get very different CTRs. Sometimes #1 sits below ads, a shopping block and an AI answer.
3 questions to ask before you trust that curve π
The correlation dropped to 0.04.
That doesn't mean Reddit doesn't work: 40 SEO brands, AI Overviews, US/EN, correlation only. But it's worth 3 checks before you budget for Reddit.
π¬ Is AI visibility why you invest in Reddit, or something else?
Everyone says Reddit is the way into AI answers. We checked 40 SEO brands.
β Reddit was cited in 17.1% of their Google AI Overview answers
β Reddit footprint vs AI visibility: 0.66 correlation Looks convincing.
Then we controlled for brand size π
β Top 3: in 4 of 5 pairs, the traffic leader had 2β6Γ the share of Top 3 keywords
β Branded search: ~77% vs ~58% of traffic in one pair
A ranking gap tells you who's ahead, not why.
What do you check first when a competitor pulls ahead?
One domain had 2.7Γ more backlinks and still ranked lower.
We compared 5 domain pairs. Backlink volume alone didn't explain who ranked higher.
So what did? π
We left the last two blank. They depend on your team, setup, and how often interfaces, sessions, or answer formats change. ($44β49 is at list prices.)
Also check each platform's rules on automated access.
π¬ How do you collect AI answers today: API, in-house, or both?
$1.20.
That's the API cost for 1,000 AI-answer tasks a month on ChatGPT + Gemini (Standard mode).
It's our API, so we priced DIY too, 500 queries/month per platform:
β browser hosting, server, ChatGPT plan: $44β49/mo
β building the pipeline: ?
β maintaining it: ?
π
Prefer a BI dashboard? Swap Google Sheets for it. You'll need an n8n instance and a DataForSEO account.
Template: https://t.co/kP5vmORlhK
Which keywords would you track first?
Track which sites Google's AI Overview cites for your keywords, on autopilot.
Free @n8n_io workflow:
β runs on a schedule (weekly by default)
β pulls the AI Overview via DataForSEO SERP API
β extracts each cited source: title, URL, domain
β saves it to Google Sheets
π
Links go last because they're the most expensive to fix.
Check the cheap things first.
For step 5, our free template finds sites that link to your competitors but not to you: https://t.co/5A2xeTKuNt
Which of the 5 goes wrong most often for you?
A competitor outranks you. Don't jump to backlinks.
Check in this order:
1.Technical: can Google index your page?
2.Intent: does their page match the search?
3.SERP: what sits above organic?
4.Keywords: what do they rank for that you don't?
5.Links: only now
More below β
And the rules matter. Count only the main site, without subdomains like help. or community., and 36% drops to 14%.
One brand was named in 10 answers but cited in 33.
Mentions, citations or share of sources: what does your AI visibility report track?
What's your brand's AI visibility?
We measured one brand across 146 AI answers:
β named in the answer: 58%
β site cited as a source: 36%
β share of all cited sources: 5.7%
Same brand. Same answers. Three different numbersπ
Ranking in Google's Top 10 doesn't mean you're in the AI answer.
We compared Google's Top 10 with the AI answer for 20 real searches:
β on average, ~1 in 3 Top 10 domains showed up
β Perplexity: ~1 in 2
β ChatGPT: ~1 in 6
The ChatGPT caveat: it searched the web in only 11 of 20 cases. The other 9, it answered mostly from memory.
20 searches, one snapshot. But rankings alone don't show AI visibility.
Are you tracking AI visibility separately yet?