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Review · AI search

DeepSearch review

A focused financial research tool with useful data claims, but a daily lookup cap and thin independent feedback make it hard to rate highly.

5.2/10Search Legion score

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The bottom line

Worth considering for financial research, but verify the lookup cap and fit before paying.

DeepSearch targets financial services with company research, investment analysis, valuation, structured data and an Excel Add-in. Its product description says its data includes 1.5 million private companies and that results include verified data and supporting evidence. Those are relevant capabilities, but the published material does not establish how they compare with other financial research tools.

The listed plans are $7.99 weekly, $19.99 monthly, $39.99 quarterly or $59.99 yearly—about $5 a month on annual billing. Each lists one seat and a 25-lookup-per-day fair-use soft cap despite advertising unlimited lookups. The Reddit discussions provided do not review this financial product; they concern other tools or show confusion between products with similar names. We found no relevant user sentiment or support details to rely on.

Good fit if

  • Financial company research
  • Investment analysis and valuation
  • Excel-based financial workflows

Skip it if

  • Teams needing multiple seats
  • Users exceeding 25 daily lookups
  • Buyers wanting proven user feedback
DeepSearch homepage
DeepSearch homepage, captured Nov 6, 2026

ScoresHow it rates

  • Features7
  • Ease of use5
  • Value for money6
  • Support3
  • User sentiment4

What works

  • Financial data includes 1.5 million private companies
  • Agents cover research, investment analysis and valuation
  • Results are described as backed by verified data
  • Excel Add-in brings data into work tools
  • Annual plan costs $59.99 upfront

What doesn't

  • Plans list one seat each
  • 25 daily lookups is the fair-use soft cap
  • No free plan is listed
  • No relevant Reddit feedback in the Reddit threads we read
  • Support terms and details are not published in the material

01What DeepSearch actually does

DeepSearch is financial data infrastructure and AI agents for financial services—not a general-purpose web research assistant. Its tools are aimed at company research, investment analysis and valuation, using financial data that the company says is collected, cleaned and made searchable for analysis and calculations.

The data offering includes information on 1.5 million private companies. DeepSearch also says its research agents return results with verified data and supporting evidence, and it offers an Excel Add-in to bring financial data into users’ work tools. The company’s stated services also include valuation, indexes and listings.

That makes the product’s fit narrower than its name might suggest: the value depends on whether you need financial data and analysis, not just an AI that can search broadly. The available product description does not specify which data fields, sources or markets are covered, or how the agents’ answers are checked.

02Where DeepSearch is strong

DeepSearch’s clearest pitch is combining financial data with research workflows. Rather than presenting itself as a chatbot that summarizes whatever it finds, the company describes a structured data layer designed to support analysis and calculations, with results tied to verified data and evidence. That could matter when research needs to be checked or reused in an investment workflow.

The stated coverage of 1.5 million private companies is a useful signal for teams researching businesses that may not appear in public-market datasets. The company also lists valuation, indexes and listings among its financial services, though the available information does not explain their scope or methodology.

  • Research agents are intended for company research, investment analysis and valuation.
  • The Excel Add-in is a practical route into an established work tool, rather than requiring every task to happen in a separate interface.
  • The individual plans list one seat and unlimited lookups, with a 25-lookups-per-day fair-use soft cap.

For a solo analyst, the yearly option is listed at $59.99 upfront, about $5 per month. That is a low entry price if the data and workflows match the job, but it does not establish what business or team access costs.

03Where it falls short

The main catch is the lookup limit. Plans are described as offering unlimited lookups, but each also carries a 25-lookups-per-day fair-use soft cap. “Soft cap” leaves an important detail unanswered: the published pricing information does not say what happens after lookup 25, or whether usage is throttled, restricted or handled another way. Confirm that before relying on it for a busy research workflow.

The listed plans are individual plans with one seat. The published pricing information does not publish team or enterprise pricing, and it does not specify data-source coverage, update frequency, supported regions or exactly what counts as a lookup. A free plan is listed as unavailable; trial availability is not published.

Pricing is available weekly at $7.99, monthly at $19.99, quarterly at $39.99, or yearly at $59.99 upfront (about $5 per month, according to the pricing details). The yearly rate is the cheapest listed, but committing annually makes less sense until you’ve confirmed the data covers your use case. Check the cap and fit before paying.

04DeepSearch pricing: what you'll actually pay

DeepSearch lists four individual billing options, all with one seat and unlimited lookups, subject to a 25-lookups-per-day fair-use soft cap. The weekly plan is $7.99 per week; monthly is $19.99 per month; quarterly is $39.99 per quarter; yearly is $59.99 upfront, or about $5 per month. That annual commitment is the lowest monthly equivalent, but it requires paying the full year upfront. The monthly price is $14.99 more than the annual plan’s stated monthly equivalent, though the billing terms differ. The quarterly option costs $39.99 at a time, and the weekly option is for short-term access, so compare total spend over the period you expect to use it rather than just the billing interval. “Unlimited” does not mean unlimited daily usage: the 25-lookups limit is described as a soft cap, and how it is enforced is not specified. No add-ons are listed. The pricing information was checked November 6, 2026, with medium confidence; confirm current prices and cap terms before paying.

05Switching to (or from) DeepSearch

The available product information does not explain how to import existing research, export DeepSearch results, or migrate data out. It also does not publish migration steps or technical details about data portability, so we can’t estimate the work involved or say how much lock-in to expect. Before switching, ask DeepSearch what can be exported, in what formats, and whether verified sources and supporting evidence travel with the data. Confirm whether your team can share access: the listed plans include one seat, which may not fit a multi-user workflow. The Excel Add-in may matter if your financial work happens in spreadsheets, but the published information does not detail its setup or compatibility requirements. We don’t have sourced Reddit posts or comments here that explain why customers leave, so there’s no user-reported exit pattern to cite. Treat portability, seat needs, and the daily lookup soft cap as questions to resolve before moving a workflow.

From the threadsWhat users say

Reddit comments are mixed, but they discuss several different products: a Google developer example, OpenAI Deep Research, and a people-search app—not clearly DeepSearch.com’s financial product. Users describe research tools as useful when a task fits, while warning that tidy presentation does not prove accuracy.

Not Gemini's app
Thats not what is used in Gemini App. Idea is to help developers and builders to get started building Agents using Gemini
r/LocalLLaMA · view thread
Useful on fitting tasks
it did it in a few mins
r/OpenAI · view thread
Formatting isn't accuracy
Be careful of thinking that because it presents results in a “cleaner” format it is any more accurate than the other tools
r/OSINT · view thread
Comparable to web search
Deepsearch seems comparable to what someone could already do using ChatGPT and Google Search
r/AppBusiness · view thread

Questions people ask

What does “deep search” mean?

The published information does not define “deep search” as one standard category. Here, DeepSearch refers to a financial data and AI product for company research, investment analysis, and valuation. Reddit discussions use similar names for other tools, so those comments should not automatically be treated as reviews of DeepSearch.com.

Is DeepSearch a general-purpose search engine?

No. DeepSearch is described as financial data infrastructure and AI agents for financial services, rather than a general web search engine. Its tools make financial data searchable and structured for analysis, and its products cover company research, investment analysis, valuation, and related services.

What is the best deep search engine?

There is no single best option established by the published information. DeepSearch is aimed at financial research and analysis, including data on 1.5 million private companies. If you need broad web search or people lookups, the information here does not establish DeepSearch as the best fit for those jobs.

Can we use DeepSearch for free?

The pricing information lists no free plan, and a free trial is not published. It lists paid individual plans: $7.99 per week, $19.99 per month, $39.99 per quarter, or $59.99 per year. The prices and plan details are reported with medium confidence.

Is DeepSearch real, and what does it cost?

DeepSearch is described as a financial data and AI product, with an Excel Add-in and services including valuation, indexes, and listings. The listed yearly plan costs $59.99 upfront, about $5 per month. Plans say “unlimited lookups,” but also list a 25-lookups-per-day fair-use soft cap.

Sources

  1. DeepSearch homepage
  2. DeepSearch pricing, compiled via web search from deepsearch.com, deepsearch.bio
  3. Reddit: Google opensources DeepSearch stack
  4. Reddit: I think we are underestimating DeepSearch
  5. Reddit: How the f*** are apps like Cal AI, Pep AI, Umax, Deepsearch AI getting past App Store review?
  6. Reddit: Quick notes after trying Deepsearch AI for people lookup