Insights

Cost calculator

Vendor spend for the ingestion pipeline at your volumes. DataForSEO is the primary source and is billed in dollars per task — every rate below is editable.

Total / month: $16.561 site
Per site / month: $16.56
DataForSEO share: 92%of per-site spend
Saved vs VebAPI-first: $23.4959% cheaper per site

DataForSEO$15.26/ month

92% of per-site spend

LLM$1.30/ month

8% of per-site spend

DataForSEO-first vs VebAPI-first

Same volumes, same cadence — only the vendor routing changes.

DataForSEO-first

$16.56

per site / month

VebAPI-first baseline

$40.05

38,224 VebAPI credits / month

Saving

−$23.49

59% · $23.49 across 1 site

The crawl is where the gap opens: DataForSEO On-Page prices a page at fractions of a cent, where the VebAPI route spent 6 credits per page. Spend then scales with the AI prompt panel rather than with page count.

Volumes & cadence

What the pipeline processes for one site.

Pages crawled

Crawl cadence

Pages changed per cycle

Content-hash gate — unchanged pages are not re-analysed.

Tracked keywords

SERP cadence

Prompt panel size

LLM platforms per prompt

ChatGPT, Gemini, Perplexity, Claude… each answer is a separate task.

AI prompt cadence

Mentions & citations cadence

Backlink cadence

Competitor domains

Sites in the workspace

Rate assumptions

Estimates you can override with your actual contract.

DataForSEO $ / page crawled

On-Page API list price is $0.00015 per page.

DataForSEO $ / page parsed

Content parsing for title, headings, alt text, anchors.

DataForSEO $ / LLM answer

AI Optimization API — confirm against your plan.

DataForSEO $ / mentions pull

DataForSEO $ / content analysis

DataForSEO $ / Labs keyword

DataForSEO $ / SERP (live)

DataForSEO $ / SERP (standard)

LLM $ / graded prompt

VebAPI $ / credit (comparison)

Only used for the baseline comparison above.

Live SERP requests

Off uses the cheaper standard queue.

What if

Savings available at the current settings, per site per month.

Tier the prompt panel
Keep half the prompts on the weekly panel, move the tail to monthly.
−$4.98
30%
Fewer LLM platforms per prompt
Track one platform weekly and the rest monthly.
−$4.33
26%
DataForSEO standard queue
Drop live SERP requests in favour of the queued endpoint.
−$1.21
7%
Re-parse only changed pages
Content-hash gate at 40% churn instead of re-parsing everything.
−$1.17
7%
SERP only where GSC shows impressions
Typically about 60% of a tracked set has impressions worth watching.
−$0.70
4%
AI mentions & citations monthly
Run LLM Mentions and Content Analysis monthly rather than weekly.
−$0.27
2%

DataForSEO publishes list prices per task and per item, so the crawl, SERP, Labs and Backlinks figures are firm; the AI Optimization rates are estimates until your plan confirms them. Content readiness and AI-crawler checks run on our own pipeline and cost nothing extra. Vendor API spend only — hosting, storage and CDN log ingestion are separate.

Line items

Per site, per month, sorted by cost so the expensive jobs are obvious.

12 rows


AI answer panel Answers plus cited sources across 2 platforms. Per-call price to confirm.	DataForSEO	AI Optimization — LLM Responses / Scraper	433	—	$8.67	52%
Content parsing for signal scoring Title, H1–H6, alt text, anchors, body copy. Gated on content-hash change.	DataForSEO	On-Page — Content Parsing / Instant Pages	4,333	—	$1.95	12%
Rank tracking (live) Positions plus AI Overview element for the tracked set.	DataForSEO	SERP API — Advanced	867	—	$1.73	10%
Backlinks & referring domains Authority trend for your own domain.	DataForSEO	Backlinks API	8.7	—	$1.39	8%
Answer grading & agent reasoning Grade each tracked answer against brand facts, ~3k tokens per prompt.	LLM	LLM API	217	—	$1.30	8%
Site crawl & technical audit respect_sitemap + max_crawl_pages. 60+ metrics, JS rendering optional.	DataForSEO	On-Page API — Task POST	4,333	—	$0.65	4%
Competitor ranked keywords Monthly pull per tracked competitor domain.	DataForSEO	Labs — ranked_keywords	5	—	$0.50	3%
Citation sources & sentiment Web-wide brand citations with sentiment, feeding credibility grouping.	DataForSEO	Content Analysis — Summary / Search	4.3	—	$0.26	2%
Brand & domain mentions in LLMs Share of voice and citation share against the prompt database.	DataForSEO	AI Optimization — LLM Mentions	4.3	—	$0.09	1%
Volume, CPC & difficulty Monthly refresh; $0.01 per task plus per-item.	DataForSEO	Keyword Data + Labs API	200	—	$0.03	0%
Content readiness scoring No vendor call — computed from the parsed crawl we already paid for.	Own pipeline	Own scoring on parsed content	4,333	—	$0	0%
AI crawler access check GPTBot, ClaudeBot, PerplexityBot permissions — a plain HTTP fetch.	Own pipeline	robots.txt fetch	4.3	—	$0	0%