S 
SparkToro
Survived by owning data a language model cannot hallucinate its way to.
NOT REALLY
why this verdict
Keep paying — OpenAI has not replaced it
OpenAI's version overlaps, but does not finish the marketing job, so this one still earns its $50/mo.
- A named launch, not a vibe named, unlinked
- Chat models guess at audiences; SparkToro measures them. OpenAI, February 2, 2025 — no announcement link recorded yet.
- How much of the job it covers not the job editorial call
- Parts of it. The job still needs the tool to get finished.
- Is there a free way to do it? yes
- 1 of 1 listed replacements have a usable free tier: Audience research prompts.
- What the call is worth $600/yr
- $50/mo at the entry paid tier — $600 a year per seat.
Reason composed from the fields above missing: announcement linked recorded: free replacement listed missing: two or more escape hatches
- Threatened by
- OpenAI
- Since
- February 2, 2025
- List price
- $50/mo
- Per year
- $600
The backstory
SparkToro answers "what does my audience actually read, watch and follow" from a panel of real behavioural data. A chat model will happily invent a plausible answer to that question, which is precisely the problem — plausible is not measured. SparkToro survived because its product is a dataset, not a prompt, and buyers who need the answer to be true keep paying for it.
Escape hatches
1 of 1 replacements have a usable free tier.