Why give survey respondents a personal report?
A benchmarking survey asks people for real numbers about their work: their budget, their team size, their email open rate, how long their sales cycle runs. Most surveys give very little back. Respondents get a thank-you screen, and months later maybe a PDF of averages that doesn't say anything about them in particular. People notice that, and fewer of them answer next year.
A personal report changes the trade. Each respondent gets a short report that puts their own numbers next to the numbers of peers like them. A marketing manager at a 40-person software company learns that their open rate sits in the bottom quarter of similar companies, while their team sends half as many emails. That's useful to them, and it's specific enough that they'll remember who sent it.
It also makes the survey work as lead generation. You can promise the report in the invitation ("Answer 12 questions and get a report comparing you with companies your size"), which gives people a concrete reason to respond. The report itself gives you a natural, relevant reason to follow up with the respondents who look like your customers.
Producing it takes four pieces of work:
- Design the survey so answers can be compared.
- Decide who each respondent should be compared with.
- Write a report for each person that picks out what matters to them.
- Send the reports, then follow up with the people who respond.
The second and third steps are why most teams never do this. Writing 300 separate reports by hand isn't realistic, and a mail-merge template that pastes numbers into the same paragraph reads like a form letter. AI is well suited to the job because it can look at every respondent individually, choose the comparisons that are interesting for that person, and explain them in plain sentences.
Kite is an AI marketer. It researches your business, builds a growth strategy, and ships the work that brings you new customers. Here's how it turns a benchmarking survey into a personal report for every respondent.
How Kite sends personalized benchmark reports
Kite starts with your survey. If you're planning a new one, it writes the questions so the answers can be compared and builds the form in Typeform or Google Forms. If the survey already ran, Kite reads the responses from your form or from the spreadsheet they landed in.
Next, Kite works out the peer groups and the figures for each one, such as the median and the top and bottom quarters. Then it writes each respondent's report around the comparisons that stand out for them. You review a sample of reports from different kinds of respondents. Once you approve, Kite emails each person their own report and publishes the full benchmark on a shared report page.
After the reports go out, Kite reads the replies, finds the respondents who fit your ideal customer, drafts the follow-up for each one, and records the strongest fits in your CRM. When it's time for next year's survey, Kite invites everyone back and can show each returning respondent how their numbers changed.
- Design a survey whose answers can be compared
- Decide who each respondent is compared with
- Write a report that picks out what matters to each person
- Send each person their report
- Follow up with the respondents who reply
- Bring respondents back for next year's survey
Design a survey whose answers can be compared
A survey produces a good personal report when its answers are numbers or fixed choices that can be lined up across respondents. "What was your open rate last quarter?" with ranges to choose from can be compared. "How is your email program going?" can't, at least not in a report that says where someone stands.
When Kite writes a benchmarking survey, it includes three kinds of questions:
- Peer-group questions. Company size, industry, role, and region are the details Kite uses to decide who each person is compared with.
- Benchmark questions. These are the numbers people want to compare, asked as ranges or multiple choice so that every answer fits into the analysis. A question like "How many marketing emails do you send per month?" with five ranges works better than an open box.
- A way to send the report. The form asks for a work email and says plainly what the person will receive. That sentence is your promise, and it's also why people give you an address they actually read.
In Typeform, Kite builds the whole form, including multiple choice, dropdown, rating, opinion scale, and email questions, in your brand's colors and fonts. In Google Forms, Kite creates the form and writes its text questions. You add the multiple-choice questions in Google Forms yourself, and Kite reads those answers like any others.
Kite also writes the invitation. It leads with the report people will get, because a specific promise brings in more responses than a general request for help with research.
Decide who each respondent is compared with
A comparison means something only when the peer group is genuinely similar and large enough to trust. Telling a 15-person agency that it spends less on software than the average respondent isn't useful if that average includes 2,000-person companies. And a "peer group" of four respondents gives a median nobody should rely on. It can also let someone work out what a specific competitor answered.
Kite reads every response first and cleans the set. It sets aside test entries, duplicates from the same email address, and responses that stop after the first few questions. Then it looks at how many respondents fall into each combination of size, industry, and role, and it chooses the narrowest group that has enough people in it.
Say your survey has 40 responses from software companies with 20 to 100 employees, but only five from fintech companies of that size. Kite compares the fintech respondents with all software companies of 20 to 100 employees, and their reports say so. You see the groups Kite chose, and how many people are in each, before any report is written.
For each group, Kite calculates the figures the reports will use: the median answer to each question, the range that the top quarter and bottom quarter fall into, and where each respondent sits among them.
Write a report that picks out what matters to each person
A good personal report tells each respondent the few things they'd most want to know, rather than repeating every question back to them. Twenty rows of "you: 3, peers: 4" are tedious to read and easy to ignore.
For each respondent, Kite looks for the answers where they differ most from their peer group, in either direction. It usually leads with two or three of those comparisons and adds one where the person is doing well, so the report isn't only bad news. Then it explains each comparison in plain sentences.
Take the marketing manager at the 40-person software company. Their report might say:
- Their open rate is 22 percent, which is in the bottom quarter of the 40 software companies of their size. The median is 31 percent.
- They send two marketing emails a month. The median for their peers is five, and companies in the top quarter for open rate send between four and eight.
- Their list has grown faster this year than most of their peers' lists have, which puts them in the top quarter for list growth.
After each comparison comes a short note on what the top performers in their group do differently, drawn from the survey's own answers wherever possible. Kite writes these notes in your brand voice and in your company's name, so the report reads like advice from you, not a spreadsheet export.
Each person's report contains only their own answers and figures for groups. Nobody's individual answers appear in anyone else's report.
Send each person their report
Kite emails each respondent their own report, one email per person, from your Kite team address or a connected email account. The email opens with the comparison that matters most to that person, carries the rest of their report in a few short lines, and links to the full benchmark.
Before anything sends, Kite shows you sample reports from different kinds of respondents, such as one from a small company, one from a large one, and one from a group that had to be widened. You correct the wording or the comparisons once, and Kite applies your changes to every report. After you approve, Kite sends a small first batch, checks that those emails went through, and then sends the rest. It leaves out anyone who has asked not to be emailed.
The full benchmark goes on a report page that Kite builds and publishes, with charts and tables for every question and every peer group. It opens from its link without anyone needing to sign in. Because it shows only group figures, you can share it with everyone, and Kite can turn its findings into social posts and a blog article when you're ready to publish the results more widely.
Most teams send reports after the survey closes, when the peer groups are complete. If you keep the survey open longer, Kite can check for new responses on a schedule, or start work as soon as each Typeform response arrives, and send each late respondent a report built from the groups you already approved.
Follow up with the respondents who reply
A personal report starts more conversations than a thank-you email does, because it gives people something specific to respond to. Someone in the bottom quarter for open rate will often reply with a question, and a question is the best possible start to a sales conversation.
Replies to the reports come back to your Kite team address, and Kite reads each one. It drafts an answer to each reply, whether that's explaining how a figure was calculated or suggesting a time to talk, and brings the drafts to you to approve.
Kite also looks at who responded to the survey in the first place. It researches each respondent's company and role, scores them from one to five against your ideal customer profile, and explains each score. For the strongest fits, Kite drafts a follow-up built around the gap in their own report. It might offer the marketing manager a 20-minute review of their email program, for example. Kite records those respondents in your connected CRM, with a note on what their report showed, so your sales team sees the whole picture.
Follow-ups go to the people who would find them useful, at most twice and spaced several days apart. Kite reports which emails were delivered, which failed, and who replied, and it saves what worked in your knowledge base for the next survey.
Bring respondents back for next year's survey
The respondents who received a useful report are the easiest people to ask again. When you run the survey the following year, Kite invites last year's respondents first and promises them a report that shows how their numbers have changed.
Last year's responses are still in your survey tool or spreadsheet, and Kite records the peer groups and their figures in your knowledge base, so a returning respondent's new report can show both how they compare with their peers now and how much they've moved since the last survey. That second comparison is something only a returning respondent can get, which makes it a strong reason to answer again.
What you get
A survey built for comparison
Questions that place each respondent in a peer group, benchmark questions that can be compared, and an invitation that promises the report.
Peer groups you've approved
The groups Kite will compare people with, how many respondents are in each, and where it widened a group that was too small.
A personal report for every respondent
The comparisons that stand out for that person, what each one means, and what the top performers in their group do differently.
A shared benchmark report
A published page with charts and tables for every question and group, which you can share with respondents and use for content.
A follow-up list
Respondents scored against your ideal customer profile, with a drafted follow-up for the strongest fits and their records in your CRM.
A results summary
How many reports were delivered, who replied, which respondents became conversations, and what to change for next year's survey.
How to get started
Tell Kite about your survey in plain language. You might say, "We just closed our State of Email Marketing survey with 300 responses. Send each person a report on how they compare with companies like theirs." If you haven't run the survey yet, ask Kite to design one with personal reports in mind.
Kite reads the survey and proposes the peer groups, the figures it will calculate, and a few sample reports. You adjust or approve them. Kite then sends the reports, publishes the shared benchmark, and comes back with the replies and the respondents worth following up.
To read your responses, Kite needs your survey connected. Connect Typeform or Google Forms, or point Kite at the Google Sheet your responses are stored in. Kite can send the reports from your own Kite team address without any other setup. Connect your CRM if you want Kite to record the respondents who fit your ideal customer.
Kite asks for your approval before it emails respondents or publishes the benchmark. You can approve in the Kite web app or in Slack, and you can give Kite more autonomy once you trust the reports it writes.
Integrations used to send personalized benchmark reports
Your survey tool tells Kite what each person answered. Kite does the analysis, the writing, the sending, and the follow-up itself.
Build the survey and collect the responses

Kite builds the complete survey with comparable question types in your brand, reads every response, and can start work the moment a new response arrives.
Kite creates the survey form and its text questions, then reads every response, including the email address when the form collects it.
Common questions
Can ChatGPT analyze survey data?
Yes. A chat assistant like ChatGPT can read a survey export you give it, calculate averages and medians, and explain the patterns it finds. A personal report program asks for more than analysis. It needs a separate, readable report for each of hundreds of respondents, an email to each person, and someone to read the replies and follow up. Kite does the analysis and then carries out the rest of that work.
How many responses do I need before I send personal reports?
You need enough responses that each person can be compared with a group of genuinely similar peers. A survey with a few hundred responses usually supports comparisons by company size and industry. A smaller survey may only support one of those. Kite shows you how many respondents fall into each group before it writes anything, and it widens a group that's too small rather than comparing someone with a handful of people.
Will people give real numbers to a benchmarking survey?
People answer honestly when they know how their answers will be used and what they get back. Say in the invitation that individual answers stay private, that published results show only group figures, and that each person will get their own report. Kite writes that language into the survey and the invitation, and the reports and published benchmark follow it.
Can I send personal reports for a survey that runs in Qualtrics or another tool?
Yes. Export the responses from your survey tool into Google Sheets, connect Google Sheets, and Kite works from the spreadsheet. Kite can also connect to more than 2,300 other apps, including survey tools such as SurveyMonkey and Jotform. What Kite can read from each one depends on that product's connection.
What's the difference between a personal benchmark report and a published benchmark report?
A published benchmark report shows group results to everyone, such as "The median software company sends five marketing emails a month." A personal report shows one respondent where they sit within those results. The two work well together. Kite can publish the full benchmark from your survey data Coming soon as a page that attracts new readers, while the personal reports reward the people who took part.
