Find out where your buyers already pay attention, before you spend a penny reaching them
SparkToro is an audience research platform that takes a description of a group of people, such as those who talk about a topic, follow an account, or visit a type of site, and returns the websites, podcasts, YouTube channels, social accounts, subreddits, press outlets, and search terms that audience actually pays attention to, along with demographic and behavioural attributes, delivered as shareable reports with a free tier and paid plans from $50 per month.
Overview
SparkToro sits at the edge of this category rather than in its centre. It does not tell you which company is in a buying window. It tells you where the people who might buy from you already spend their attention, which is the question that determines whether any of your outreach is going to land in the first place. Describe an audience in a sentence and it returns the specific publications, podcasts, creators, communities, and search behaviours that group over-indexes on, ranked by how distinctive each is to them rather than by raw popularity.
That last distinction is the whole product. Everyone knows the biggest podcast in the world is popular with everyone. What matters is which mid-sized podcast is disproportionately popular with your specific audience, because that is where a sponsorship or a guest appearance actually converts. SparkToro's ranking is built to surface exactly that, and it is why the output reads as a media plan rather than a leaderboard.
The company was founded in Seattle in 2018 by Rand Fishkin and Casey Henry, funded not by venture capital but by a $1.3 million round from 35 individual angels under a deliberately unusual structure that distributes profits rather than chasing an exit. The company became profitable in December 2022 and repaid its investors in 2023, which is worth knowing because it means there is no pressure behind this product to reprice, upsell, or pivot toward enterprise.
Pricing is straightforward. Free gives three reports a month with preview data only. Personal is $50 a month for four full reports, one user, and MCP access. Business is $150 for 25 reports, ten users, plus the Take Action and Persona Builder features. Agency is $300 for 250 reports, 100 users, and single sign-on. A separate pay-as-you-go API exists with credit bundles and no subscription. The metered resource is reports, which is unusual and, if your research work is bursty, either very generous or very constraining.
Best for
Marketers planning where to advertise, sponsor, pitch, or guest before committing budget, agencies producing audience research for clients, founders working out which communities their buyers actually inhabit, and PR teams building outlet lists that are not just the obvious ten publications.
Not the right fit for
- Sales teams looking for accounts or contacts. SparkToro returns media, channels, and audience attributes; there is no company list and no email address anywhere in the product.
- Anyone needing person-level intent. This is aggregate audience behaviour by design, and it deliberately does not identify individuals.
- Teams whose research work is bursty. The metered resource is reports, and four a month on the $50 plan disappears quickly during a positioning project even though it is generous for steady-state use.
- Buyers who want full data on the free tier. Free gives three reports a month at preview depth only, which shows the shape of the answer but not the specifics you would act on.
- Businesses selling to audiences with almost no public online footprint, where the underlying signal is too thin for the profiling to say anything useful.
How it works
- 1
You define an audience. That can be people who talk about a topic, people who follow a particular social account, people who visit a specific website, or, in the newer interface, simply a sentence describing who you mean. The system resolves that description into a population it can analyse.
- 2
SparkToro then profiles that population across the public web. The output covers the websites they visit, the podcasts they listen to, the YouTube channels they watch, the social accounts they follow, the subreddits and communities they participate in, the press and publications that reach them, the hashtags and phrases they use, and the search terms they run, alongside demographic and behavioural attributes.
- 3
Every result is ranked by affinity rather than by raw size, so a niche newsletter that half your audience reads outranks a mainstream site that a small fraction of them happen to visit. That ordering is what turns a data dump into a shortlist you can act on this week.
- 4
Reports are the metered unit and can be exported and shared, with custom logos on paid tiers. Business adds Take Action, which turns findings into concrete next steps, and Persona Builder, which assembles the research into a documented persona. An MCP endpoint on paid plans lets an AI assistant query audience data directly, and a separate pay-as-you-go API serves teams pulling the data into their own systems.
Feature breakdown
22 features in 4 modulesAudience definition
How you tell the product who you mean.- Build an audience from a sentence
- Describe the group in plain language and the platform resolves it into a population, which removes the main barrier that made earlier versions feel like a query tool.
- Audiences who talk about a topic
- Define by subject matter rather than by any account or site, which is the most common starting point.
- Audiences who follow an account
- Profile the followers of a competitor, a publication, or an influencer to understand what else that group consumes.
- Audiences who visit a website
- Define by site visitation, which is how you profile a competitor's audience without any access to their analytics.
- Combination and refinement
- Narrow or broaden a definition and re-run, which is how a vague audience becomes a specific one worth planning against.
What the report returns
The output, ranked by affinity rather than by popularity.- Websites visited
- The sites this audience over-indexes on, which is the foundation of a display, sponsorship, or guest-post plan.
- Podcasts listened to
- Podcast affinity is the single most commonly cited reason people buy SparkToro, because podcast audiences are otherwise almost impossible to research from outside.
- YouTube channels watched
- Channel-level affinity for planning sponsorships and creator partnerships.
- Social accounts followed
- The specific accounts this group follows, which doubles as an influencer shortlist ranked by relevance rather than follower count.
- Subreddits and communities
- Where the audience actually congregates and talks, which is where a founder should be participating rather than advertising.
- Press and publications
- The outlets that genuinely reach this group, which produces a far better PR list than a generic media database.
- Search terms and phrases
- The language the audience uses about itself and its problems, which feeds directly into positioning and copy.
- Demographics and behaviours
- Attribute-level detail about the audience alongside the media list.
Acting on the research
The layer that turns findings into a plan.- Take Action
- Business tier feature converting report findings into concrete recommended next steps rather than leaving interpretation to the reader.
- Persona Builder
- Assembles research into a documented persona artefact, which is what agencies and in-house teams actually have to hand over.
- Custom logo on reports
- White-label branding on shareable reports from the Personal tier, which matters for consultants presenting to clients.
- Shareable report links
- Reports can be shared without the recipient needing a seat, which is how research reaches a client or an executive.
Access and integration
Seats, MCP, and a separately priced API.- MCP access
- Available from the Personal tier, letting Claude or another AI assistant query audience data directly, which is unusually forward-looking for a research product.
- Pay-as-you-go API
- A separate product with credit bundles and no subscription requirement, so a one-off programmatic project does not force a monthly plan.
- Generous seat counts
- One user on Personal, ten on Business, and a hundred on Agency, so the per-seat economics are dramatically better than most research tools.
- Single sign-on and SCIM
- Available on the Agency tier at $300 a month, which is remarkably cheap for enterprise identity features.
- ACH and wire payment
- Offered on Agency for organisations that cannot pay by card.
Use cases
4 documentedFounder deciding where to spend a small marketing budget
There is $5,000 to spend and a dozen plausible channels, all of which sound reasonable and none of which have any evidence behind them.
One report shows that the target audience over-indexes heavily on three specific podcasts and two newsletters nobody on the team had heard of, and the entire budget goes there instead of into search ads.
Agency strategist onboarding a client
The client's stated audience and their actual audience are different, and the agency has to demonstrate that in week one without a research budget.
A profile of the client's own site visitors versus their stated target produces a documented persona and a media plan, delivered under the agency's own logo, in an afternoon.
PR lead building an outlet list
The existing media list is the same twenty publications every competitor pitches, which is why nothing gets picked up.
Press and publication affinity surfaces mid-tier outlets and newsletters that the target audience genuinely reads, and pitches land because the list is not saturated.
Product marketer writing positioning
The copy uses internal vocabulary that customers have never said out loud, and nobody can agree on what language to use instead.
The search terms and phrases section returns the audience's own words for the problem, and positioning gets rewritten against evidence rather than opinion.
Pricing
from $0 (Free), then $50 per month (Personal)Freemium per-plan subscription metered on reports per month, with seats included generously and a separate pay-as-you-go API.
| Plan | Price | Includes |
|---|---|---|
| Free | $0 per month |
Preview depth shows you the shape of an answer, which is enough to judge whether the full product would tell you something you do not already know. |
| Personal | $50 per month |
Four reports is the constraint to watch. For steady research it is plenty; during a positioning sprint it is gone in a day. |
| Business | $150 per month |
The tier most teams should be on, and the seat count alone often justifies it over three Personal licences. |
| Agency | $300 per month |
Single sign-on at $300 a month is unusually cheap; most vendors reserve identity features for five-figure contracts. |
Add-ons
- API credits (Pay-as-you-go credit bundles): A separate product with no subscription requirement, so a one-off programmatic project does not force a monthly plan.
Billing notes
- Prices are published monthly as of August 2026, with annual options available on each paid tier.
- The metered resource is reports per month, not seats or queries. Business at $150 gives 25 reports and ten users, so per-report cost falls from $12.50 on Personal to $6 on Business and about $1.20 on Agency.
- Reports do not appear to roll over, so a light month is a wasted month; this is the argument for a smaller plan plus occasional upgrades rather than over-buying.
- Seat counts are unusually generous at every tier, which means the effective cost per person on Business or Agency is trivial compared with research tools that charge per user.
- The API is genuinely pay-as-you-go with no subscription, which is a friendlier structure than the API-behind-enterprise pattern common in this category.
Value assessment: Model it per report, because that is the unit. On Personal at $50 for four reports you are paying $12.50 a piece, which is trivial against the cost of one badly chosen sponsorship. On Business at $150 for 25 reports and ten seats it drops to $6, and Agency at $300 for 250 reports lands near a dollar. The economics get better the more research you do, which is the right shape. The real value question is frequency: audience composition does not change month to month, so a single business might genuinely need four reports a year rather than four a month, and the honest advice is to subscribe during a planning cycle and cancel afterwards rather than to hold a seat year-round out of habit.
Strengths & limitations
Strengths
- Affinity-based ranking rather than popularity ranking is the core insight and it produces media plans that a general research tool simply cannot.
- Podcast and community affinity data is close to unavailable anywhere else at any price, and it is the single most cited reason people subscribe.
- The free tier is real and permanent, and preview data is enough to judge whether the full product would tell you something new.
- Seat counts are extraordinarily generous: ten users at $150 and a hundred at $300, when most research tools charge per seat.
- MCP access from the $50 tier makes audience research queryable by an AI assistant, which is a genuinely modern surface.
- Single sign-on and SCIM at $300 a month rather than behind an enterprise contract is a deliberate anti-enterprise pricing choice.
- Profitable, investor-repaid, and independently owned since 2023, which means no pressure to reprice or push upmarket.
- Output is aggregate rather than individual, so there is essentially no privacy exposure in using it.
Limitations
- No company data, no contacts, and no account-level intent, so it cannot participate in a sales motion at all.
- Report metering fits steady research and fits bursty project work badly; four a month on Personal vanishes during an intensive week.
- Reports do not appear to roll over, so under-use is simply lost value.
- The data reflects public online behaviour, so audiences that are largely offline or on private channels come back thin.
- Affinity rankings depend on the underlying sample, and for very narrow or very small audiences the results get noisier without the interface making that obvious.
- Results are directional rather than precise: the ordering of channels is far more reliable than any specific percentage attached to them.
- For a business that only needs audience research once or twice a year, a monthly subscription is the wrong shape and paying for occasional months is the smarter pattern.
Head-to-head comparisons
5 alternativesSparkToro vs Exploding Topics
from $39 per month (Entrepreneur)Exploding Topics tells you which subjects are growing, from $39 a month. SparkToro tells you where a defined audience already pays attention, from $50. One is about timing and the other is about placement, and a marketing plan usually needs both: Exploding Topics to choose the topic, SparkToro to choose the channel. Neither will name a company you can sell to.
Full SparkToro vs Exploding Topics comparisonSparkToro vs Trigify
from $40 per month (Starter)Trigify monitors public social activity for person-level buying signals and routes named individuals into a sequencer from $40 a month. SparkToro aggregates the same class of public behaviour into audience-level insight and deliberately never names anyone. Trigify is an outbound tool; SparkToro is a planning tool. Buying SparkToro hoping for leads is a category error.
Full SparkToro vs Trigify comparisonSparkToro vs WhiteWhale
from $200 per month (Starter)Whitewhale works at the account and person level to surface who is showing intent toward your business specifically. SparkToro works at the audience level to tell you where a whole market pays attention. Whitewhale informs who to contact this week; SparkToro informs where to be visible for the next year. A small team with one budget should buy Whitewhale if pipeline is the problem and SparkToro if awareness is.
Full SparkToro vs WhiteWhale comparisonSparkToro vs Owler
from $0 (Community), then $468 per user per year for Pro, roughly $39 a monthOwler monitors named companies for news events at $39 a month with a free tier. SparkToro profiles audiences and media at $50 with a free tier. They cover completely different surfaces and both are cheap enough that a small team can hold both, one for competitive and account awareness and one for channel planning.
Full SparkToro vs Owler comparisonSparkToro vs Apollo.io
from Free plan; paid from $49/user/moApollo finds contacts and sends sequences; SparkToro decides which rooms are worth being in. There is no overlap. The pairing worth noting is that SparkToro research often changes what an Apollo sequence should say, because the search terms and phrases section returns the audience's own language for the problem you solve.
Full SparkToro vs Apollo.io comparisonImplementation & onboarding
- Setup time
- Ten minutes to a first report. Describe your audience, run it, and read the results. There is nothing to connect and no data to import.
- Learning curve
- Low mechanically, moderate interpretively. Running a report is trivial; defining an audience precisely enough that the results are specific rather than generic takes a few attempts, and reading affinity rankings correctly means resisting the pull of the largest names on the list.
- Onboarding
- Entirely self-serve at every tier including Agency, with a permanent free tier for evaluation and no sales contact anywhere in the flow.
- Migration notes
- Nothing to migrate in or out. Reports are exportable and shareable artefacts, so the work you produced stays with you after cancellation. Because there is no accumulated account data, subscribing during a planning cycle and cancelling afterwards costs you nothing but the ability to run new reports.
Platform, API & security
- Platforms
- Web applicationMCP endpointPay-as-you-go APIShareable report links
- API
- A separate pay-as-you-go API sold in credit bundles with no subscription requirement, plus MCP access from the Personal tier so AI assistants can query audience data conversationally.
- Compliance
- Output is aggregate audience data rather than records about identifiable individualsSingle sign-on and SCIM available on the Agency tier
- Data residency
- Not published.
- SSO
- Single sign-on and SCIM provisioning on the Agency tier at $300 per month.
- Security notes
- SparkToro deliberately produces aggregate audience profiles rather than identifying individuals, which means it carries far less privacy exposure than any contact or person-level intent product in this category. That design choice is longstanding and is part of the company's stated positioning.
Support & resources
- Channels
- Email supportIn-app help
- Documentation
- Documentation covering audience definition, each data type in a report, the API, and MCP access.
- Community
- A large public following built around the founders' widely read writing on marketing and on running a profitable, non-venture-backed software company.
Company
- Founded
- 2018
- Headquarters
- Seattle, Washington, United States
- Ownership
- Independently owned, angel-funded under a profit-sharing structure rather than venture capital
- Founders
- Rand Fishkin, Casey Henry
- Employees
- Small; a deliberately compact team
- Funding
- A $1.3M round in 2018 from 35 individual angels under an unusual structure designed to distribute profits rather than chase an exit. The company reached profitability in December 2022 and began repaying investors in 2023.
Funding history
| Round | Amount | Year | Notes |
|---|---|---|---|
| Angel round | $1.3M | 2018 | Thirty-five individual angels under publicly published investment documents structured to share profits rather than require a large exit. |
| Investor repayment | Not a raise | 2023 | Following profitability in December 2022, the company began paying investors back rather than raising further capital. |
Timeline
- 2018Rand Fishkin and Casey Henry found SparkToro in Seattle, raising $1.3M from 35 angels under publicly published documents structured around profit sharing rather than an exit.
- 2020The core audience research product launches, ranking websites, podcasts, social accounts, and publications by affinity rather than raw popularity.
- 2022The company reaches profitability in December, validating the non-venture funding structure.
- 2023Investor repayment begins, leaving the company independently owned with no exit pressure.
- 2025Build-an-audience-from-a-sentence replaces query-style definition, and Take Action and Persona Builder turn research into deliverables.
- 2026MCP access ships from the $50 tier and plans stand at free, $50, $150, and $300 with a separate pay-as-you-go API.
Integrations
- MCP endpoint for Claude and other AI assistants
- Pay-as-you-go API
- Shareable and exportable reports
- Single sign-on and SCIM on Agency
Frequently asked questions
10 questionsWhat is SparkToro?
SparkToro is an audience research tool. You describe a group of people, by topic, by an account they follow, by a site they visit, or in a plain sentence, and it returns the websites, podcasts, YouTube channels, social accounts, subreddits, publications, and search terms that group disproportionately pays attention to, alongside demographic and behavioural attributes.
How much does SparkToro cost?
Free gives three reports a month at preview depth. Personal is $50 a month for four full reports, one user, custom logos, and MCP access. Business is $150 for 25 reports, ten users, Take Action, and Persona Builder. Agency is $300 for 250 reports, a hundred users, and single sign-on. A separate pay-as-you-go API sells credit bundles with no subscription.
Which signal does SparkToro own?
Audience attention. It aggregates public behaviour, what people read, listen to, watch, follow, and search, into a profile of where a defined group congregates. It does not carry company records, funding data, technographics, hiring signal, or website visitor identification, and it never identifies an individual person.
How fresh is the data and how stale does it get?
Freshness matters less here than anywhere else in this category, because audience composition moves slowly. The podcasts and publications a professional group over-indexes on this quarter are broadly the ones they over-indexed on last quarter. That is genuinely reassuring for the accuracy of a media plan, and it is also the strongest argument against holding a year-round subscription: research that stays valid for months does not need re-running monthly.
How often are the results wrong or misleading?
The characteristic failure is noise on narrow audiences. Affinity rankings depend on having enough underlying signal, and a very small or very specialised audience produces results that look as confident as a broad one while resting on much less. The other trap is user error: reading the list top to bottom and treating the biggest name as the best target, when the entire point of affinity ranking is that the interesting entries are usually not the famous ones. Treat the ordering as reliable and any specific percentage as approximate.
Could I get this signal free from a public source?
Not really, and this is one of the few tools in this category where that answer is a clean no. You can read a competitor's blog, look at who follows an account, or ask your customers what podcasts they listen to, and all of that is free. What you cannot assemble by hand is a ranked, affinity-weighted view of an entire audience's media consumption across websites, podcasts, video, communities, and press at once. Podcast audience data in particular is essentially unobtainable from the outside without a tool like this, which is why it is the feature people mention first.
Is the output a dashboard or a routed task?
It is a report, and on the Business tier the Take Action feature converts findings into recommended next steps. Nothing is routed to anyone automatically and nothing enters a CRM, because there are no accounts or people in the output to route. The intended consumer is a marketer building a plan, and the intended artefact is a document they share.
Are exports limited, and does the API cost extra?
Reports are the meter rather than exports, so within your monthly allowance you can export and share freely, with your own logo from the Personal tier. The free tier is the exception: it gives preview data only rather than full detail. The API is a genuinely separate pay-as-you-go product sold in credit bundles with no subscription required, which is a friendlier structure than the enterprise-gated APIs elsewhere in this category.
Should I keep a subscription year-round?
For most small businesses, no. Audience composition changes slowly, so the honest pattern is to subscribe during a planning cycle, run your reports, export them, and cancel until the next one. Reports do not roll over, so paying $50 a month through a quarter where you run nothing is simply wasted. Agencies and teams doing continuous client research are the exception and should be on Business or Agency.
Who owns SparkToro?
It is independently owned by its founders, Rand Fishkin and Casey Henry, who started it in Seattle in 2018. Rather than venture capital, they raised $1.3M from 35 individual angels under publicly published documents structured to distribute profits instead of requiring a large exit. The company became profitable in December 2022 and began repaying those investors in 2023, so there is no outside pressure to reprice or move upmarket.
Editorial verdict
SparkToro is the odd one out in this category and it is worth being clear about why: it will never hand you a lead. What it does instead is answer the question that sits upstream of every outbound and advertising decision, which is where your buyers already are. The affinity ranking is the reason to buy it, because a list ordered by relevance rather than reach is the difference between a media plan and a Wikipedia article, and the podcast and community data is genuinely unavailable elsewhere. Buy Business at $150 if a team will use it, since ten seats and 25 reports is a much better deal than three Personal licences. Buy Personal at $50 during a planning cycle and cancel afterwards if you are a solo operator, because audience research stays valid for months and reports do not roll over. Just do not put it in a sales stack and expect it to produce pipeline, because it is not that kind of tool and never claimed to be.
Written by the SaaSTracker editorial team. Awards, when shown, are judged against the published criteria in our methodology.
Awards & badges
1 heldSparkToro holds 1 award from the SaaSTracker editorial program. Badges may be displayed by the vendor; each embed links back to this profile.
Best Value · Buying Signals & Intent
“Audience intelligence with a genuinely useful free tier: where your buyers already pay attention, before you spend a penny reaching them.”
<a href="https://saastracker.org/products/sparktoro"><img src="https://saastracker.org/badges/embed/sparktoro/best-value-summer-2026.svg" width="180" height="180" alt="SparkToro: Best Value, Buying Signals & Intent. SaaSTracker Summer 2026 Awards." /></a>
