Ad Intelligence Platforms: Evidence and Scope

Stored ad observations

Data as of 2026-10-14 04:44:43.15625+00. These counts cover stored records in this topic.

Ads observed

14955

Advertiser labels

4583

Ready page screenshots

27

The advertiser count uses distinct stored labels, not verified business identities. A missing screenshot remains unavailable.

Niche directory

• NewsBreak make money online · 649 stored ads
• NewsBreak gifts home decor · 601 stored ads
• NewsBreak blood sugar · 477 stored ads
• NewsBreak weight loss · 469 stored ads
• NewsBreak brain health · 346 stored ads
• NewsBreak credit debt · 335 stored ads
• NewsBreak family · 239 stored ads
• NewsBreak apparel ecommerce · 223 stored ads
• NewsBreak home improvement · 207 stored ads
• NewsBreak insurance · 247 stored ads
• NewsBreak heart circulation · 201 stored ads
• NewsBreak health general · 192 stored ads
• NewsBreak benefits eligibility · 185 stored ads
• NewsBreak skin health · 176 stored ads
• NewsBreak neuropathy · 168 stored ads
• NewsBreak lung respiratory · 163 stored ads
• NewsBreak quiz engagement · 151 stored ads
• NewsBreak senior health hook · 145 stored ads
• NewsBreak utility app · 141 stored ads
• NewsBreak hearing · 131 stored ads
• NewsBreak telecom · 128 stored ads
• NewsBreak home goods · 129 stored ads
• NewsBreak mens health · 103 stored ads
• NewsBreak games gambling · 98 stored ads
• NewsBreak dental · 109 stored ads
• NewsBreak auto general · 99 stored ads
• NewsBreak consumer tech · 95 stored ads
• NewsBreak app install · 90 stored ads
• NewsBreak pets · 90 stored ads
• NewsBreak retirement · 87 stored ads
• NewsBreak joint pain · 88 stored ads
• NewsBreak news faith utility · 81 stored ads
• NewsBreak investing · 79 stored ads
• NewsBreak medicare · 78 stored ads
• NewsBreak housing assistance · 85 stored ads
• NewsBreak vision · 75 stored ads
• NewsBreak content clickbait · 65 stored ads
• NewsBreak streaming entertainment · 64 stored ads
• NewsBreak marriage · 66 stored ads
• NewsBreak travel · 61 stored ads
• Rumble beauty skincare · 66 stored ads
• Rumble first aid · 43 stored ads
• Rumble heart circulation · 31 stored ads
• Rumble shooting sports · 31 stored ads
• Rumble creator tools · 26 stored ads
• Rumble blood sugar · 23 stored ads
• Rumble app install · 22 stored ads
• Rumble brain health · 18 stored ads

Analysis limits

Hook frequency and landing-page pattern shares are unavailable. The source does not supply reviewed classifications for these measures.

Advertiser profile links are unavailable until the business identities pass a separate review.

Define the research question

Ad intelligence can refer to creative research, market estimates, search visibility, or account reporting. These are different data products. Define the decision you need to make before you compare tools that use the same broad category name.

Choose one decision for the first review. A question about an opening message needs different evidence from a question about a destination page. Record the fields you need before you select a sample, so that the available fields do not silently change the question.

Compare sources by their evidence

SwipeHarbor supports NewsBreak, Rumble, YouTube, and Meta research. TikTok is coming soon. The example module on this page shows the stored records available through its source reader. It does not claim that those examples represent every ad on a platform.

Use the comparison directory to check tool scope. Keep vendor statements separate from observations in your own sample. A feature list does not establish the depth or completeness of a specific search result.

Official transparency sources can help with advertiser and platform research. Their fields and selection rules differ. Preserve the source name with every note rather than merging unlike records into a single unsupported measure.

Move from observation to an original brief

Record the ad reference, the visible message, and the source dates. Add destination evidence only when it is present. State any gap before you write the hypothesis. A blank field can otherwise look like a complete review to the next reader.

Describe the original test you propose and the question it will answer. Keep claims review separate from creative preference. An example in a library is not an endorsement and does not verify an advertiser statement.

Four kinds of product share one name

Ad intelligence is a broad label applied to at least four different kinds of product. Creative intelligence tools collect and organize the ads themselves. Market estimate tools model how much advertising activity a brand or category has across channels. Search intelligence tools track paid and organic search visibility by keyword. Account analytics tools report on your own campaigns from your own ad accounts.

These products answer different questions with different data. A creative tool can show you an ad and its destination but not the budget behind it. A market estimate tool can suggest relative activity across brands but often shows few creative details. A search tool covers keywords, not display or video creative. Your own analytics are exact for your accounts and silent about everyone else.

Before comparing platforms, write down the decision you need to make. Then choose the category whose data answers it.

Observed data versus modelled data

The most important distinction in ad intelligence is between what a product observed and what it modelled. An observed record is a captured ad, a screenshot, a transcript, or a date on which the ad was seen. A modelled figure is an estimate built from observations and assumptions, such as a projected budget, an impression range, or a share of voice.

Modelled figures can be useful for directional questions, but they should never be treated as measurements. Two vendors can model the same brand and produce figures far apart. Ask each vendor to describe its method and its known limits, and record that answer with the figure.

SwipeHarbor is an observed-data product. It records creatives, dates, destination screenshots, and transcripts for the platforms it covers, and it does not publish modelled budgets or results.

Coverage is the first question to ask

No ad intelligence platform covers every channel. Coverage usually concentrates where data is easiest to collect: large social platforms with public libraries, search engines, and major display networks. Smaller or newer channels such as NewsBreak and Rumble often receive little or no coverage from general platforms.

Ask each vendor for a list of covered channels, the evidence types per channel, and the date range per channel. Check the list against your actual media plan. A platform that covers your three largest channels well and misses the one you are trying to grow may not be the right choice for that decision.

SwipeHarbor covers NewsBreak, Rumble, YouTube, and Meta. TikTok is coming soon. Taboola is on the roadmap. Outbrain and MGID are not available.

Free official sources belong in every stack

Major platforms publish their own transparency libraries for free. The Meta Ad Library at https://www.facebook.com/ads/library/, the Google Ads Transparency Center at https://adstransparency.google.com/, and the TikTok Commercial Content Library at https://library.tiktok.com/ are the primary public sources for ads on those platforms.

A paid platform that draws on these libraries can add search, alerts, organization, and history. Check whether it does, and whether it adds evidence that the official source does not provide, such as destination screenshots. If a paid product shows only what the official library shows, the official library may be enough for that question.

Record which source each observation came from, especially when you combine paid and free tools in one report.

Match the platform to the team that uses it

Creative teams need to see ads, sort them, save them, and share them in briefs. Media buyers need to understand which channels competitors use and how messages differ by channel. Strategy and leadership teams need a summary they can trust, with clear sources. One platform rarely serves all three equally.

For creative research, prioritize the quality of the creative record: full video, readable images, transcripts, and destination screenshots. For channel research, prioritize coverage breadth with dated observations. For leadership summaries, prioritize transparency of method so that every figure can be explained.

Write down who will use the platform and what each user needs to produce. That list makes vendor demos easier to evaluate.

Questions to ask in a vendor evaluation

Ask how records are collected for each channel and how often. Ask what happens when an ad changes slightly: is it a new record or a version of the old one? Ask whether the tool captures the destination page and how it handles redirects and pages that differ by visitor.

Ask which figures are observed and which are modelled, and request the method for any modelled figure. Ask how long records are retained and whether historical records remain searchable.

Ask how the vendor handles correction and removal requests from advertisers. Ask whether you can export your saved research, and in what format. Record each answer with the date, since product capabilities change.

Building a layered research stack

Most teams end up with a layered stack: the free official libraries for the large platforms, one creative intelligence tool for channels the libraries do not cover or for richer evidence, and their own analytics for results. Market estimate tools are added when leadership needs a directional view of competitor activity and understands the limits of the model.

Keep the layers distinct in your reporting. A slide that places a competitor creative beside your own results should label each source clearly. A summary that mixes modelled competitor budgets with your measured results invites decisions based on an unequal comparison.

Review the stack when your media plan changes. A new channel in your plan is a reason to check whether any of your current tools cover it.

Why budget figures are always estimates

Advertising budgets are private. They exist inside the advertiser’s accounts and the platform’s billing systems, and neither is open to outside tools. Any outside figure for what a brand invests in advertising is therefore an estimate. It may be built from observed impressions, panel data, assumed prices, or a combination, and every input carries its own uncertainty.

This is not a reason to ignore such figures, but it is a reason to label them clearly. In any report, an estimated figure should carry its vendor, its method summary, and its date. It should never sit in the same column as a measured figure from your own accounts.

When a vendor shows an estimate for a single ad, be especially cautious. The smaller the unit, the more an estimate depends on assumptions rather than observations.

Search intelligence is a separate discipline

Search intelligence tools track which keywords trigger which ads and how pages rank in organic results. Their data comes from repeated searches and modelling rather than from feeds or video platforms. They are strong for search strategy and weak for creative research on social, video, and native channels.

If your decision concerns search, such as which competitor terms to bid on or which landing pages rank for a topic, a search tool is the right instrument. If your decision concerns what competitors show on a news feed or in a video, a search tool will not answer it.

Keep search findings and creative findings in separate sections of any combined report, each with its own source and date.

Data freshness and history

Ask every platform how fresh its records are and how far back they go. Freshness determines whether the tool can answer questions about what competitors are doing now. History determines whether it can answer questions about how their approach has changed.

Freshness and history are often uneven within one platform. A vendor may refresh one channel frequently and another rarely, or keep long history for one region and short history for another. Ask for the figures per channel and record them with the date of the answer.

For any analysis that compares two periods, check that the tool’s coverage was similar in both. A rise in records may reflect wider collection rather than more advertising.

Governance for intelligence data

Intelligence data travels. A screenshot shared in a meeting ends up in a strategy deck, then in a pitch, then in a planning document. At each step the source and date tend to drop away. Decide early how your team will label intelligence data when it leaves the platform, and make the label part of every export.

Decide who may use estimated figures in leadership reporting, and with what caveats. Decide how long saved research remains valid before someone must review it.

These rules are simple to write and easy to forget. Putting them in the onboarding for anyone who receives platform access is more effective than reminding people after a mistake.

Where SwipeHarbor fits in the category

Within the four kinds of ad intelligence, SwipeHarbor is a creative intelligence product with a specific focus: channels that general platforms cover thinly. It captures NewsBreak and Rumble ads with first-seen and last-seen observation dates, destination screenshots where a capture succeeded, and transcripts for Rumble video where one is ready. SwipeHarbor covers NewsBreak, Rumble, YouTube, and Meta. TikTok is coming soon. Taboola is on the roadmap.

It does not model budgets, impressions, or results, and it does not track search keywords. If your decision needs those, pair it with a tool built for them and label each source in your reporting.

TikTok is coming soon and Taboola is on the roadmap. Outbrain and MGID are not available. Check the coverage page for the current state before you plan research on any channel, because coverage statements change as capture expands.

Running a fair pilot

Trials are short, so plan them. Pick two or three real questions your team has open, run each one in every candidate platform during the trial, and save the outputs side by side. Ask the people who will use the platform daily to do the searches, not only the person who manages the purchase.

Judge the pilot on the records each platform returned for your questions, the evidence attached to them, and the time it took to reach a usable answer. Write the findings down with dates, so the decision can be revisited when contracts renew.

Tools by research job

These are vendor descriptions. Check current terms with the vendor before a purchase.

Read the full platform comparison and evidence limits

Common questions

Related research