What Did This Quarter's Research Tools Actually Replace?

Edu here. The quarter ends today, and this week I did a boring but useful job. A research company called Emporia sends out a weekly newsletter called briefd, with news from the market research industry. I went through every issue from July to September and wrote down every new product.

My plan was to write the usual list of ten AI research tools to watch. But once I had the list, I asked one question about each tool: what does it replace? In other words, what does a small brand do today (or pay someone to do) that this tool would now do instead? The answers were more one-sided than I expected.

What launched this quarter

The eleven issues had 260 news items. Most were people changing jobs or opinion pieces, so I left those out. After removing launches that appeared twice, I had 69 new products or features.

A few things you should know about this count. briefd mostly covers big research companies, so a small Shopify app wouldn't show up in it. One July issue doesn't load anymore, and the last days of September aren't covered yet. I also skipped the first July issue, because most of it was about June.

Also, briefd says it's written with AI and "may occasionally make mistakes". So I only used it as a list, and checked every tool I mention below against the company's own announcement. Some of the groups are my own judgment call (is a fraud check a research tool? I said yes). But moving a few tools between groups wouldn't change the picture.

The biggest group saves you a spreadsheet export

25 of the 69 launches do the same thing. They let you ask questions in plain English about data you already have, usually inside ChatGPT or Claude. Big names like Nielsen, Mintel, Euromonitor, NIQ and Circana all launched one (mostly for clients who already pay them).

If your brand makes less than $5 million a year, most of these won't help you. They only work if you already pay for that company's data, and a small supplements brand isn't paying for Mintel.

SurveyMonkey is the exception. On August 12 it launched a ChatGPT plugin, so you can build a survey and read the answers inside the chat. If your post-purchase survey runs on SurveyMonkey, you don't need to download the answers and sort them in a spreadsheet anymore. That probably saves you an hour a month (maybe less, if your survey is short).

What it can't do is tell you which answers matter, and most of my time goes into exactly that. In August I built a study on how shoppers trust AI recommendations. Only about 10% of the comments I first collected were actually about shopping. The rest were AI stories, code reviews, court cases and stock tips that used the same words. A chat tool would have summarized all of it, and sounded very sure about it.

Simulated customers only help with the first filter

12 launches create simulated customers, meaning AI versions of shoppers that you can ask questions (some companies call them digital twins or AI personas). The quarter's biggest investment went here too. On July 30, Simile raised $200 million at a $2 billion valuation to sell simulated customers for marketing and product research.

What surprised me is how careful the sellers are about what these tools can do. Zappi launched its Synthetic Idea Pre-Screener on August 27. You give it 30 to 300 early ideas and it ranks them in about 15 minutes. Zappi says 88% of the ideas it puts in its top 30% also do at least okay with real people (this is Zappi's own number, not an outside test). Stravito's persona tool, coming in Q4, shows which research each answer comes from. None of them claim to replace a real survey.

Independent tests show why. Strat7 compared a real survey of 3,000 people with answers from two synthetic data companies. On the main questions, the simulated answers were only two to three points off. But they guessed prices about 16% too high. And when Strat7 checked how opinions changed from 2025 to 2026, the simulated customers got it right only 47% of the time. A coin flip would do about as well.

In August, a study from Prolific found something similar. Giving each simulated customer an age, gender and background made the results about three times worse than just asking the AI for an average. I wrote more about the problem with synthetic respondents earlier this month.

So for a small brand, these tools replace one thing: the first filter on a long list. Say you have 40 product names and want to test six of them properly. Zappi's own page says it well. The tool is

"designed to answer which ideas merit a closer look, not to declare which ideas are proven winners."

AI interviewers do the customer calls you never get around to

Only four launches were AI interviewers. If I ran a brand, these are the ones I'd look at first. On September 15, YouGov opened Voices to more clients in the US, UK and Australia. Voices is an AI that asks survey takers follow-up questions. Two days later, Marvin launched Live Intercept, which puts an AI interviewer on your website. If a visitor says yes, it asks your questions, follows up on the answers, and lets them talk or share their screen.

Most small brands know they should talk to their customers, and most don't. Finding ten customers and making time for the calls is painful. Live Intercept solves the finding part. Marvin's CEO said customers had already done thousands of AI interviews, but "recruiting the right customers was still slowing research down."

If your site gets decent traffic, this can replace the post-purchase survey question nobody reads. No other launch this quarter takes over something a small brand actually does, or should do.

Investors like this group too. Listen Labs runs AI interviews for Microsoft and Sweetgreen, among others, and makes about $30 million a year. On September 9, TechCrunch reported that it walked away from a signed $125 million investment. The likely reason is that Salesforce is in talks to buy it for around $2 billion.

Are AI interviewers as good as a good human interviewer? There's very little proof either way. I covered the one small comparison I found in my post on the new ISO standard. They're clearly faster and easier to run. Whether they go as deep, I'm not sure yet.

Tracking AI answers is a new job, so it replaces nothing

Six launches track what ChatGPT and Google's AI Mode say about brands. On September 15, Profound raised $180 million at a $1.8 billion valuation. It says its tool is built on more than two billion real questions people typed into AI.

These don't replace anything, because nobody had this problem two years ago. Back then, no brand had to ask what an AI says about its magnesium. Reach3 launched a tool called AI Listening in late July, and it makes a good point. The AI's answer changes depending on who asks, and can even change when you ask the exact same question twice. So checking once tells you very little.

I wrote about why customer language matters here in my post on AI visibility. In short, AI tools quote Reddit more than any other source. So the threads where your customers talk shape what the AI says about your category.

Only one launch listens to what customers say on their own

One launch out of 69. At the end of July, an Australian agency called Bastion Insights launched Vantage. It uses AI to read online conversations, and senior researchers make sense of what it finds. Bastion calls it an addition to its other research, not a replacement. I also looked for anything Reddit launched for brands this quarter. I couldn't find anything, though maybe I missed it.

To be fair, reading what customers say online is my job. So of course I noticed this group was almost empty (keep that in mind). But the numbers are the numbers. This quarter, the money and the launches went into three things. Faster ways to ask people questions, simulated people to ask instead, and chat tools for answers already collected. Almost nothing went into listening to what customers say to each other when no brand is around.

I don't really know why. Maybe Reddit's data is too expensive to build a product on. Maybe the hard part can't be turned into software: deciding which 10% of the comments matter, and what they mean. I guess it could be both. I'd like to be wrong about the second one, because it would make my own work faster.

Frequently asked questions

What research tools launched in Q3 2026?

I counted 69 new research products and features from July to September 2026, using eleven issues of the briefd industry newsletter. 25 let you chat with data you already have. 12 create simulated customers. 6 track brands in AI answers, 6 check for fake survey answers and 4 are AI interviewers.

Can simulated customers replace a survey?

Not yet. They only help as a first filter. In a 2026 Strat7 test against 3,000 real people, the synthetic answers were two to three points off on the main questions. But they guessed prices about 16% too high, and got changes over time right only 47% of the time.

What is an AI-moderated interview?

In an AI-moderated interview, software asks the questions and follows up on each answer, with no human interviewer. YouGov opened its Voices tool to more clients on September 15, 2026. Marvin launched Live Intercept on September 17, 2026. It starts an interview on your website when a visitor says yes.

What does a tool like Profound do?

It tracks what AI tools like ChatGPT and Gemini say about a brand, and whether they recommend it. Profound raised $180 million at a $1.8 billion valuation on September 15, 2026. It says its data comes from more than two billion real questions people asked AI. It measures something new, so it doesn't replace an older method.

Which Q3 2026 research tools can a small DTC brand actually use?

Only a few of the 69. SurveyMonkey's ChatGPT plugin (launched August 12, 2026) and its GetFeedback website widget are the easiest to start with. Marvin's Live Intercept works if your site gets decent traffic. Most of the others only work if you already pay for expensive data that a small brand doesn't have.

What to do with this

If you run a small brand, look at two of these and skip the rest for now. If your customer feedback is already in SurveyMonkey, try the ChatGPT plugin and see if it saves you the monthly spreadsheet work. If your site gets enough traffic, run an AI interviewer next to your post-purchase survey for a month and compare what you learn.

Also, use simulated customers only to shorten a list, never to pick the winner. The companies selling them say the same.

All in all, this quarter was big for asking faster and quiet for listening. I'll do the same count at the end of Q4 and see if that changes. If you know a launch I missed (especially a Shopify app, which briefd wouldn't cover), send it to me and I'll add it next time.

Sources

1. Emporia Research. briefd: Market Research & Insights, weekly issues dated July 9, July 16, July 30, August 6, August 13, August 20, August 27, September 3, September 10, September 17 and September 24, 2026. Source for the launch count; the digest states it is AI-generated. Latest issue: Link Retrieved September 30, 2026.
2. SurveyMonkey. (2026). SurveyMonkey launches plugin in ChatGPT to bring real human feedback into AI workflows, August 12, 2026. Link Retrieved September 30, 2026.
3. TechCrunch. (2026). Synthetic-user startup Simile raises $200M at $2B valuation 5 months after $100M Series A, July 30, 2026. Link Retrieved September 30, 2026.
4. Zappi. Synthetic Idea Pre-Screener, product page. Source for the 30 to 300 ideas, the 15-minute turnaround, the 88% validation figure and the quoted positioning. Link Retrieved September 30, 2026.
5. Research Live. (2026). Synthetic data survey responses "significantly different" to humans, finds study. Strat7 paper "Synthetic data: Is this as good as it gets?", source for the 3,000-person comparison, the two to three point gap, the 16% price gap and the 47% tracking rate. Link Retrieved September 30, 2026.
6. Research Live. (2026). Synthetic respondents can't replace human measurement, finds Prolific study, August 24, 2026. Covers Gordon et al., "Do Richer Personas Improve LLM Survey Simulation? A Fidelity Paradox". Link Retrieved September 30, 2026.
7. YouGov. (2026). Launching YouGov Voices: qual at scale, September 15, 2026. Link Retrieved September 30, 2026.
8. MRWeb Daily Research News. (2026). Marvin launches Live Intercept, September 17, 2026. Link Retrieved September 30, 2026.
9. TechCrunch. (2026). AI research startup Listen Labs scrubbed a $1.5B funding round for Salesforce talks, September 9, 2026. Link Retrieved September 30, 2026.
10. Profound. (2026). Profound raises $180M Series D at $1.8B valuation to build the AI platform for marketing teams, September 15, 2026. Link Retrieved September 30, 2026.
11. Tech.eu. (2026). Conveo raises $50M to scale its AI-powered consumer intelligence platform, September 2, 2026. Link Retrieved September 22, 2026.
12. Branding in Asia. (2026). Bastion Insights introduces AI-powered intelligence platform Bastion Vantage, July 31, 2026. Link Retrieved September 30, 2026.