How to Record Empty AIO Sample Test Results

Identify the physical sample and record the conditions you actually used. Keep observations, possible explanations, unknowns, photos or video, and the next action separate. Then add the product-specific detail that changes the review, such as Briar's output mode, Lumen's Left/Right/Both selection, or the actual oil used with Wisp.

Use a small sample to answer one narrow question under recorded conditions. Treat universal oil compatibility, future-order identity, safety, and reliability as unanswered unless separate evidence addresses them.

Start with the item in your hand

AIO means all-in-one empty hardware with the reservoir, heating system, and battery in one device. Begin the record with the supplier, product name, model name or number, sample ID, quantity received, and review date. Add the color, material, structure, capacity, or version details that distinguish this sample from another one.

Photograph the received label and overall condition. Use a filename that includes the date and sample ID, then write the filename in the record. This is more useful than leaving the image in an unnamed phone folder because another person can find the original evidence later.

Record who received the sample and who performed the review. If the sample becomes a working reference, note where it is stored and keep the supplier's original confirmation with it. Keep future-order identity and behavior as unanswered until the later order is checked.

NIST describes a laboratory notebook as a detailed record of the hardware, procedures, materials, observations, and data locations needed to understand and reproduce work.^[1] Apply the same recordkeeping principle here. Another person should be able to see what was reviewed, what happened, and where the supporting files are kept.

Write one question before you start

A useful record begins with a decision question. Keep it narrow enough that the answer can change the next action. Avoid prompts that ask for a universal pass or universal compatibility. Those phrases hide the test conditions and encourage a simple result that says more than the evidence.

Choose one next action before the review: repeat the same conditions, ask the supplier a specific question, pause the sample, compare another product, or continue the buying discussion. If the question cannot change an action, narrow it again. Write the question in one line. Examples include:

• Did we receive the model and version we expected?
• What happened during the filling and capping steps we used?
• Did the observed activation behavior match the instructions supplied with this sample?
• Which point must the supplier clarify before we repeat the review?

Record the common conditions once

Use the same core details for every product so results can be read in context. Group them into four parts for quicker scanning.

Sample identity

• supplier, product, model or version;
• sample ID and unit ID;
• quantity, date received, and date reviewed;
• person who received it and person who performed the work.

Material and process

• the actual oil or internal material reference used;
• fill amount and filling method;
• closure or assembly steps;
• time between filling, closure, and review;
• storage condition.

Device and package

• activation method and selected setting;
• reservoir or side used;
• packaging used during the review;
• instructions or supplier files followed.

Evidence and result

• observation for each unit;
• linked photo or video filename;
• possible explanation, clearly labeled;
• unknowns, next action, owner, and review date.

Write “unknown” when a condition was not controlled or recorded. Do not add a value later from memory just to make the record look complete.

Before the review begins, copy the common details into a blank form. Keep one form for each unit when observations can differ between units. Put shared conditions at the top and unit-specific observations below them. This keeps repeated information short without merging different outcomes.

Give the record a clear name, such as the date plus sample ID. Add a revision number when the form changes. Do not overwrite a completed version; save the update as a new dated record and state what changed.

Add the detail that changes for each product

The current GreenDeagle product pages describe different capacities, shapes, outputs, and reservoir layouts. Record those differences as conditions, not as promises about the result.

Do not copy a duration, temperature, draw count, sample quantity, or acceptance rate from another supplier's checklist. Those numbers may belong to another product, oil, process, instrument, or written specification.

Separate what happened from why it may have happened

An observation states what you could see or record. A possible explanation says why it may have happened. Keep them in different parts of the record.

Useful observations are literal:

• “Sample B showed visible oil outside the tank after the recorded storage step.”
• “Sample C did not activate during the first recorded attempt.”
• “The mouthpiece on Sample D was not seated in the received photo.”
• “No visible change was observed on Sample E during this review.”

Do not rewrite these lines as “the seal failed,” “the battery is defective,” or “the oil is incompatible.” Those are diagnoses. Record possible causes as questions, list the missing information, and send the supplier the sample ID plus the supporting evidence.

“No issue observed” also has a narrow meaning. It says only that no issue was seen under the recorded conditions. It does not mean “never leaks,” “safe,” “reliable,” or “works with all oils.”

Keep the observation, possible explanation, and unknowns in separate parts of the record.

Make every photo or video traceable

Record a photo only when another person can identify its sample, time, condition, and related observation. Include the date and sample ID in the filename. Place that filename directly beside the observation in the record.

Keep the description literal. “Video shows that the indicator did not appear during the recorded activation attempt” describes what the file shows. “Video proves the battery failed” makes a conclusion that may need more information.

If you crop an image or add an arrow for communication, keep the original file. NIST's notebook guidance also emphasizes describing electronic data and keeping it retrievable.^[1] The edited copy may make one detail easier to see, but the original preserves the surrounding condition.

Link one original file to one literal observation.

Open a new record when a condition changes

An earlier result belongs to the sample and conditions written in that record. If the model, version, material, structure, capacity, oil, filling step, closure step, package, activation method, or output setting changes, identify the change before using the earlier result.

Do not assume every change requires repeating every part of the review. A packaging change may call for another package-fit check while leaving an unrelated observation untouched. A new oil, product structure, fill process, or output setting may affect several parts. Define the new question from the change, then repeat only the affected work unless your own written procedure says otherwise.

When the change is unknown, ask the supplier whether the sample in hand and the hardware being offered are the same model and version. Until that is clear, keep the earlier record attached to the earlier sample.

End with a decision and a supplier question

Finish with the observations, remaining unknowns, one owner, and one next action. A useful supplier question names the model, sample ID, condition, observation, and evidence. It asks for missing information without claiming a cause.

For example: “On Sample C, the indicator did not appear during the activation attempt shown in video 2026-08-01-C-01. We followed the mode and charging step in the supplied instructions. What should we verify before repeating the review?”

The answer may lead to a repeated review, a corrected instruction, a fresh sample, a comparison, or a pause. Add the answer as a dated update. Preserve the original observation.

Use the product links in the comparison table to confirm current specifications and order information for the sample in hand. The sample record should remain useful even if those links are removed: it should show what you tested, what you saw, what remains unknown, and what happens next.

References

1. NIST Research Data Framework Version 2.0, definitions for laboratory notebooks and research records.
2. Briar Glass AIO, current public product page reviewed 2026-09-03.
3. Nook 2mL Empty Disposable Vape Hardware, current public product page reviewed 2026-09-03.
4. Lumen Dual-Chamber Empty Disposable Vape Hardware, current public product page reviewed 2026-09-03.
5. Wisp Empty Rosin Disposable Vape Hardware, current public product page reviewed 2026-09-03.