Real ChatGPT answer · index seedmO0W6Wm4mSAcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
What is the average cost to outsource AI SEO for a mid-market SaaS company compared to building an in-house prompt engineering team?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the average cost to outsource AI SEO for a mid-market SaaS company compared to building an in-house prompt engineering team?
3 real searches · 1 real-search pass
2026 US AI SEO agency pricing monthly retainer SaaS SEO agency costGoogle ↗
OBSERVEDComparison
2026 US salaries SEO manager prompt engineer content strategist benefits salary benchmarkGoogle ↗
OBSERVEDComparison
AI SEO services pricing generative engine optimization agency retainer 2025 2026Google ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 US AI SEO agency pricing monthly retainer SaaS SEO agency cost Google ↗
2026 US salaries SEO manager prompt engineer content strategist benefits salary benchmark Google ↗
AI SEO services pricing generative engine optimization agency retainer 2025 2026 Google ↗
- GSDC 2026 Generative AI Salary Report · gsdcdata.gsdcouncil.org
- AI SEO Agency Pricing: Complete Cost Guide for 2026 · stackmatix.com
- B2B SaaS SEO & AEO Retainer Cost in 2026 · loudface.co
- Generative Engine Optimization Services · enleaf.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 US AI SEO agency pricing monthly retainer SaaS SEO agency cost OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 US salaries SEO manager prompt engineer content strategist benefits salary benchmark OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AI SEO services pricing generative engine optimization agency retainer 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |