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Facts vs. Myths

Separating useful signals from rumors that waste your time.
Written by Cade Allen
Last updated: February 2026
Purpose: Community-verified educational guide

Penny hunting lives on community information. That is a strength, but it also creates a lot of noise. This chapter filters the most common myths so you can focus on what actually works.

Common misconceptions

The Myth

"Penny items are secret sales Home Depot wants you to find."

The Fact

Penny items are internal clearance, not public promotions.

The Myth

"If it scans for a penny, the store must sell it to you."

The Fact

Store discretion is real. A penny scan does not guarantee a sale.

The Myth

"A .03 ending always means it will penny next week."

The Fact

Price endings help, but timing varies by store and category.

The Myth

"The app shows penny prices and exact inventory in real time."

The Fact

The app is a filter, not the truth. It can be delayed or incomplete.

The Myth

"Pennies always drop on a specific weekday."

The Fact

There is no perfect day or time. Patterns exist, but they shift.

The Myth

"Arguing with staff is how you win a penny sale."

The Fact

Employees are following policy. Politeness keeps the hobby alive.

The Myth

"A screenshot from months ago is still reliable today."

The Fact

Community intel is valuable but time-sensitive. Check dates and store context.

The Myth

"The yellow tag always matches the real price."

The Fact

Shelf tags can be stale. The scan price is what matters.

The Myth

"Only the clearance endcap has penny items."

The Fact

Penny items are most often found in their home bay — the original shelf location. Clearance endcaps are being phased out, so the deepest discounts hide in plain sight alongside full-price stock.

The Myth

"The yellow clearance tag is the best barcode to scan."

The Fact

Scan the UPC on the product, not the clearance tag.

The Myth

"If you find pennies, you should buy every item in sight."

The Fact

Clearing a shelf can draw attention and hurt future success.

How we decide what is real

  • Prefer multiple reports over a single viral post.
  • Check the date and store location before you drive.
  • Match the report to your store and category, not just the price ending.
  • Treat any exact timeline claims as unconfirmed until you see them yourself.

Community intel is most reliable when it includes a SKU or UPC, the store or region, and a recent date. It is weakest when it is a cropped screenshot with no context.

ClaimReality
Price endings can signal clearance progress.Often useful, but timing varies by store and category.
A penny scan guarantees a sale.No. Store discretion is real and policy varies by location.
The app shows penny prices in real time.Usually not. The scan price is the truth.
Community intel is reliable.Strong when it is recent and specific, weak when it lacks context.

For detailed cadence breakdown, see Chapter 2.

Red flags to ignore

  • Claims of guaranteed timing (for example, exact day-of-week drops).
  • Advice that requires arguing with staff or violating store policy.
  • Screenshots with no date, no SKU, or no store context.
  • Posts that say "every store" without evidence.

Why timeline myths spread so fast

Timeline myths feel trustworthy because they are simple. "Pennies always drop on X day" sounds actionable, so people repeat it even when it fails half the time. In reality, markdown timing is driven by local conditions: staffing, reset windows, inventory pressure, and category behavior. A pattern that worked in one district can fail immediately in another.

Treat all timing claims as probability, not certainty. If a post includes no SKU, no store context, and no recent date, you are reading entertainment, not field-ready intel.

90-second validation workflow

Use this fast screen before acting on any claim. It protects your time and keeps the Penny List signal quality high.

  1. Identifier check: Confirm the post includes a SKU or UPC. If not, stop there.
  2. Date check: Verify the report is recent enough to matter for your next trip.
  3. Location check: Make sure the store/region is known and relevant to your hunt.
  4. Signal stack check: Look for at least one supporting signal (late-stage ending, old tag date, No Home context, or multiple matching reports).
  5. Decision check: If you would regret the trip without the penny, skip it and wait for stronger evidence.

60-second vetting checklist

  1. Check the date and the specific store or region.
  2. Look for a SKU or UPC, not just a price screenshot.
  3. Compare the report to tag dates and price endings you can see.
  4. See if there are multiple recent reports, not just one post.
  5. Decide if the trip is worth it even if the penny is gone.

Why myths persist

Penny hunting moves fast, and screenshots spread faster. A real penny find in one store can turn into a rumor for every store within hours. Treat rumors as leads, not truth.

Trip ROI rule

A good lead should still make sense if the penny is gone. If your plan depends on one unverified screenshot, your expected return is low. Build trips around clusters of credible signals so each stop has more than one chance to pay off.

  • Group nearby departments so one failed SKU does not waste the entire trip.
  • Prioritize repeatable patterns over viral one-off claims.
  • Track what worked in your store so your next trip gets smarter, not longer.
  • Share corrected outcomes back to the community so weak myths lose traction over time.

Example: strong report vs. weak report

Strong report: Includes the SKU, the store, the date, and a clear photo of the tag or UPC. You can verify it in your own context.

Weak report: A cropped screenshot with no date, no SKU, and no store. It might be real, but you cannot act on it responsibly.

Research deep dive

Home Depot does not publish a penny roadmap, so community intel is the best available data. It is strong when it is recent, specific, and backed by receipts or tag photos. It is weak when it is vague or repeated without context.

Treat every report as a lead, not a promise. The most successful hunters combine community tips with their own store knowledge. If you would regret the trip without the penny, skip it.