TikTok marketing for SaaS: what people search and what ranks

TikTok marketing for SaaS works best when you make videos for the searches people already type about apps and tools, not ads for your feature list. As of 5 October 2026, "study app" drew 445,455 TikTok searches in 7 days, "copilot budget app" 291,912, "best habit tracker app" 274,617 and "Best ai tools" 258,025. The videos ranking for "best ai tools" are short lists and rankings, with a median of 530,458 plays and 34.4 saves per 1,000 views.

That makes TikTok a strong channel for prosumer software: productivity, study, budgeting, AI and creative tools that one person picks and pays for. It is weaker for software a buying committee chooses; our TikTok for B2B guide measures that side. Below are 30 typed software searches with their numbers, who searches three of them, what the top videos have in common, three software accounts doing TikTok well, and a playbook.

Share or embed this infographic

Free to use on your site, in a deck or a newsletter with a credit link. Copy the code below.

<a href="https://tokconnect.com/guides/tiktok-for-saas/"><img src="https://tokconnect.com/graphics/tiktok-for-saas/summary.png" alt="What people search on TikTok about apps, AI and productivity: 445K weekly searches for study app; 1,871 weekly searches per video for copilot budget app; 8 of 30 software searches with 0 videos matched; 34.4 saves per 1,000 views on top best ai tools videos" width="1200" style="max-width:100%;height:auto"></a><br>Source: <a href="https://tokconnect.com/guides/tiktok-for-saas/">TikTok Marketing for SaaS: What People Search and What Ranks</a> by TokConnect

Copy embed codeDownload PNG

What people search on TikTok about software

We ran 13 seeds on 5 October 2026, from "notion template" and "ai tools" to "budget app" and "to do list app", and kept the 30 typed searches about apps and software. People search TikTok the way they ask a friend: "best habit tracker app", "to do list on iphone", "copilot budget app". Many name a product.

Data: TikTok Creator Search Insights via TokConnect, pulled 5 October 2026. Typed searches only; global 7-day figures. Searches per video = 7-day searches / videos TikTok matches to that exact phrase. Open the snapshot.

Three patterns stand out. Budgeting apps are searched by name: Copilot, Monbark, Empower, Snoop and Peek all appear, and "copilot budget app" splits 1,871 weekly searches per matched video, the thinnest coverage of any search here with videos. Templates sell the tool: "notion manifestation template" (218,578) and "notion recipes template" (180,945) are searches for a use, not for Notion itself. "Best X app" searches are lists waiting to be made: "the best study apps" and "best to do list app" had no matched videos at all.

Who searches: three audience splits

TikTok splits each search's audience by gender, age and country over 30 days. The three below show that "TikTok is for teens" is the wrong model for software.

Data: TikTok Creator Search Insights via TokConnect, 30 days to 5 October 2026. Shares are of all searchers, including those TikTok lists as unknown or other, so rows do not add to 100%. Snapshot.

AI tool searches lean male and a fifth are 25 to 34. Productivity apps split evenly by gender. The budgeting search is mostly women and mostly outside the US, which matters if your app only supports US banks. Check the split before you pick a search to target. Off TikTok, Pew Research found 37% of US adults used TikTok in 2025, up from 21% in 2021.

Formats that rank for software searches

We pulled TikTok's top video results for two typed searches and read every one.

Data: TikTok video results (relevance order) via TokConnect, pulled 5 October 2026. Creator handles removed. Open the snapshot.

• Lists and rankings win. Every "best ai tools" result was a list, a "top 10" or a tier list. The top one, a 28-second "Best Ai tools in 2026", had 3,537,256 plays and 193,375 saves.
• Saves are the signal. People save tool lists to come back to. The top "best ai tools" videos earned 34.4 saves per 1,000 views at the median, and a 61-second "top 5 free apps" video for productivity earned 40.7.
• Length varies. The AI results ran 19 to 99 seconds and the productivity results 8 to 231 seconds. Make it as long as the list needs, with the first item on screen in the first seconds.
• App makers can rank too. The second "best productivity apps" result was a to-do app's own 19-second feature demo, with 170,080 plays. A maker reintroducing her own habit tracker app had 83,139 plays and 25.5 saves per 1,000 views.

Three software accounts doing TikTok well

Each takes a different route. All numbers are from public data on each account's 15 latest posts, pulled 5 October 2026.

Data: public TikTok profiles and posts via TokConnect, pulled 5 October 2026. Engagement per view = (likes + comments + shares) / plays, median across posts. Follower totals are rounded by TikTok. Open the snapshot.

Duolingo is the benchmark for consumer apps. In the two weeks to 2 October it posted 7.4 times a week, and 13 of 15 posts passed 100,000 plays; the biggest, an 8-second clip, reached 3.6 million. The owl is the product's personality, so the comedy sells the app without a feature shot.

ClickUp shows a work tool can do the same. Fourteen of its 15 latest captions carry #corporatehumor, and six posts passed 100,000 plays, topped by a 17-second lunch sketch at 634,500. The videos are about work, the problem ClickUp sells into, not about ClickUp.

Easlo is a one-person software business with 446,600 followers. Its 12 photo carousels, mostly lists of favourite apps, had a median of 101,750 plays. Posts that introduce its own apps had a median of 22,000. The lesson for small SaaS teams: earn attention with the list, and put your product in it.

TikTok marketing for SaaS: a step-by-step playbook

1. List 20 searches. Search TikTok's topic data for your category, your use cases ("budget app", "study app") and your product and competitor names. Keep typed searches only.
2. Score them. Rank by 7-day searches and by searches per video. Zero-video searches with 100,000+ weekly searches go first.
3. Check who searches. Pull the age, gender and country split for the top five and drop any your product can't serve.
4. Watch what ranks. Read the top 10 videos for each target search: format, length, hook, saves per 1,000 views.
5. Make one video per search. Default to a list or ranking with your product as one item, or a 15 to 30 second demo of the exact task in the search. Say the search phrase in the first line and put it in the caption.
6. Pick a voice for the account. Comedy (Duolingo, ClickUp) builds reach; lists and demos (Easlo) catch search. Most teams need both.
7. Measure saves and search traffic. In TikTok Studio, check the Search share of each video's views. Re-run the search list monthly; new phrases like "new ai tool" can appear inside a week.

If you are still choosing what to build, our SaaS ideas and app ideas lists use the same search data to size demand before a line of code. Adobe's 2026 survey of 807 US consumers found 49% use TikTok as a search engine, up from 41% the year before.

Run this research for your product

Creator Search Insights shows these numbers one topic at a time, in the TikTok app and at tiktok.com/csi, with no export. With TokConnect connected to ChatGPT, Claude or Cursor, the research above is one prompt. This page took 29 lookups.

For an outside-in check of your own account, use our TikTok audit template.

How we got these numbers

All TikTok figures were pulled on 5 October 2026 through TokConnect's MCP server: search_topics for 13 seeds (20 records each, 251 unique), audience_demographics over 30 days for three typed searches, search_videos for "best productivity apps" and "best ai tools", and user_profile plus creator_posts (15 posts) for Duolingo, ClickUp and Easlo. We also pulled Notion's and Canva's accounts and left them out because they do not show a single repeatable route. Searches are TikTok's global 7-day search popularity; "videos matched" is TikTok's count for the exact phrase.

We count only typed searches: a record is a topic group if its 7-day figure is 5 million or more, or 1 million or more with the week's first reading under 5% of its last, or it sits in TikTok's Featured Content. Of 36 typed searches, we dropped six that were off topic or unclear (such as "canvas skirt"); the snapshot lists them. Some searches are new: "new ai tool" read 0 at the start of the week. Video results reflect TikTok's ranking on the day, and posts per week cover different spans per account (two weeks for Duolingo, four months for Easlo). Outside facts: Pew Research and Adobe. Data: searches and audiences, top videos, brand accounts, outside facts.