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Search demand: the full analysis

A working view of the questions people ask, the competition we have checked, and the content each product could offer. The directions below are proposals to test.

These are dated research snapshots. A measured search volume does not establish demand for our product. Open a row’s measurement details to see what was checked and where evidence is still missing.

PromisingSelective opportunityCompetitiveNeeds validation
BrandTopicSearches a monthSearch opportunityWhat we foundDirection to explore
Family photography2026-08-26
19,450/month · US
Promising
What we foundPeople look for help planning family photographs. Smaller photography sites appear in the results checked.
Direction to exploreUseful guides to poses, outfits and photo ideas, with Momentos showing what a favourite photograph can become.
Measurement details

15 terms measured and scored. The recorded topic also includes other photography sessions.

Source: Ahrefs research recorded 2026-08-26.

Pets and the moments we share2026-09-08
20,370/month · US
Needs validation
What we foundSearches include pet portraits and adoption anniversaries. Competition for these celebratory topics has not been checked.
Direction to exploreExplore pet portraits and gotcha-day keepsakes. Check those results before choosing the first guides.
Measurement details

14 terms measured. The total includes pet remembrance; the two scored terms concern loss, not celebrations.

Source: Ahrefs research recorded 2026-09-08.

AI creative workflows2026-08-20
1,260/month · US
Selective opportunity
What we foundA small group of searches concerns how to use creative AI tools together. One checked results page suggests an opening.
Direction to exploreShow a complete creative task in MagicLens, with the steps and the finished result.
Measurement details

12 terms measured; one results page checked.

Source: Ahrefs research recorded 2026-08-20.

AI image and video generators2026-08-20
952,470/month · US
Competitive
What we foundBroad generator searches attract established platforms and comparison sites. High search volume alone does not make this an attractive route to customers.
Direction to exploreLead with specific uses and finished work; assess narrower queries separately.
Measurement details

38 terms across three categories. Leading queries checked; smaller queries not fully assessed.

Source: Ahrefs research recorded 2026-08-20.

Experts and their track records2026-09-08
33,010/month · US
Needs validation
What we foundPeople search for named experts. The recorded volume establishes interest, but this set of results has not been checked.
Direction to exploreExplore profiles that connect what someone said with what happened next.
Measurement details

10 terms measured. No results pages checked for this roster; a publisher comparison informed the earlier assessment.

Source: Ahrefs research recorded 2026-09-08.

Market news and analysis2026-08-20
4,730/month · US
Needs validation
What we foundThe measured searches relate to market coverage. Comparisons with other publishers suggest possible formats, not proven ranking opportunities.
Direction to exploreTest clear explanations of a developing story, supported by sources and dates.
Measurement details

Three terms measured; no results pages checked for this topic.

Source: Ahrefs research recorded 2026-08-20.

Predictions and forecasting2026-09-08
679,180/month · US
Needs validation
What we foundMost of the recorded volume is for established betting brands. It cannot be treated as demand for independent forecasting analysis.
Direction to exploreAssess questions about prediction markets and forecast accuracy separately from brand searches.
Measurement details

12 terms measured; no results pages scored. The total includes competitor brand names.

Source: Ahrefs research recorded 2026-09-08.

AI news and capabilities2026-09-08
2,178,000/month · US
Competitive
What we foundThe capability queries checked are served by major technology sites and model providers. They are only part of this broad topic.
Direction to exploreDevelop reporting around specific changes and their consequences; assess each search opportunity on its own.
Measurement details

70 terms collected; displayed volume covers only the seven largest published terms. Five capability queries scored.

Source: Ahrefs research recorded 2026-09-08.

AI and work2026-08-20
6,850/month · US
Needs validation
What we foundPeople ask how AI affects work. The current results sample is too thin to judge how reachable those searches are.
Direction to exploreExplore practical coverage of changing tasks, skills and roles; check the remaining queries.
Measurement details

Five terms measured. One results page checked, with no median site-strength score recorded.

Source: Ahrefs research recorded 2026-08-20.

Choosing and comparing creative tools2026-08-20
14,900/month · US
Competitive
What we foundThe checked comparison searches have strong existing results. Comparisons can still help people evaluating MagicLens.
Direction to exploreExplain differences through actual tasks, outputs and controls.
Measurement details

34 terms in the recorded topic. Four intent categories checked; median scores not recorded.

Source: Ahrefs research recorded 2026-08-20.

Creating a visual identity2026-09-08
1,780/month · US
Needs validation
What we foundThe tested phrases show a small search audience for this way of describing the product. That says little about demand from people who do not use those words.
Direction to exploreShow the identity someone can create and test the offer with its intended users.
Measurement details

18 representative phrases tested across nine groups; nine returned indexed terms. No results pages checked.

Source: Ahrefs research recorded 2026-09-08.

Product design and venture studios2026-08-20
8,100/month · US
Selective opportunity
What we foundOne checked agency query includes smaller firms. The wider group of searches still needs review.
Direction to exploreIf services are offered, describe the work, who it is for and examples of delivery.
Measurement details

12 terms measured; product design agency checked in full.

Source: Ahrefs research recorded 2026-08-20.

Singing lessons and vocal coaching2026-08-26
109,300/month · US
Selective opportunity
What we foundThe searches show interest in learning to sing. Some checked queries include smaller sites; the largest terms need stronger evidence.
Direction to exploreValidate the learner problem and check the leading queries before deciding on a product.
Measurement details

Six terms measured; four have median scores. The two largest have only a lowest-site score.

Source: Ahrefs research recorded 2026-08-26.

Gardening app
Choosing plants2026-09-08
92,200/month · US
Competitive
What we foundThe checked US queries include strong gardening and institutional sites. Canadian and global queries describe different audiences.
Direction to exploreAssess a garden-design use case separately, with its own market and search results.
Measurement details

18 US terms measured; six scored. Canadian local terms were measured separately.

Source: Ahrefs research recorded 2026-09-08.

Gardening app
Garden and plant apps2026-08-20
3,500/month · CA
Needs validation
What we foundThe Canadian measurements show searches for plant identification and garden planning. Their ranking competition has not been checked.
Direction to exploreTest the intended gardening task with users and review the relevant app searches.
Measurement details

14 terms measured in Canada; no results pages checked. Earlier competition claims relied on indirect evidence.

Source: Ahrefs research recorded 2026-08-20.

People in AI history2026-08-21
51,600/month · US
Competitive
What we foundUniversities and reference sites dominate the two checked queries. This sample does not establish the prospects of every historical story.
Direction to exploreChoose stories for the understanding they give readers, with sources that support the account.
Measurement details

Displayed volume covers 14 people-related terms. Two results pages scored from a broader 65-term study.

Source: Ahrefs research recorded 2026-08-21.

Holidays and celebrations2026-08-26
322,760/month · US
Competitive
What we foundThis is a large group of searches, with strong competitors on most of the six checked queries. Smaller celebration topics remain only partly assessed.
Direction to exploreExplore moments people want to remember, and check the specific occasion before planning content.
Measurement details

21 terms measured; six scored. The result is not a verdict on every holiday or celebration.

Source: Ahrefs research recorded 2026-08-26.

Photo gifts2026-08-26
89,050/month · US
Competitive
What we foundThe checked photo-gift query is competitive. Retail search interest does not tell us how many people want a digital keepsake.
Direction to exploreDemonstrate the finished keepsake and test it with gift buyers.
Measurement details

22 terms measured; one median score recorded. Other earlier judgments used less complete results evidence.

Source: Ahrefs research recorded 2026-08-26.

Zap Network
Deploying AI-powered productsNot measured
Not measured
Needs validation
What we foundThere is no search measurement for this concept yet.
Direction to exploreDefine the user and the deployment problem before choosing queries to investigate.
Measurement details

No terms measured and no results pages checked.

Source: Ahrefs research recorded not yet.

Remembering the people we love2026-08-26
Not measured
Needs validation
What we foundFavourite photographs keep people close: a familiar smile, a shared holiday, a moment worth passing on.
Direction to exploreExplore personal keepsakes built around those memories. Measure this audience separately from funeral and memorial-service searches.
Measurement details

The earlier study measured 34 broader memorial and tribute terms, totalling 97,300 searches/month in the US as of 2026-08-26. It does not size this memory-focused direction.

Source: Ahrefs research recorded 2026-08-26.

Ahrefs estimates from August and September 2026. Each figure covers a group of queries in the stated market; it is not a count of customers or expected visits. Topics may overlap and should not be added together. Assessments describe the evidence checked, not a guarantee of rankings.

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