SkinovationLab — Transparency

How we evaluate skincare compatibility

When we tell you to pause a glycolic acid toner 24 hours before a radiofrequency session, or that a facial cupping treatment needs a 6-hour gap before the same device, there is a specific reason behind each of those verdicts. This page explains how our compatibility guidance is built, where it comes from, how it is checked by a human before it reaches you, and where its limits are.

01

Each device has its own rules

Our devices use different underlying technologies — radiofrequency, intense pulsed light, LED photobiomodulation, sonic vibration, and microcurrent — and the compatibility rules for each one reflect those differences. The same ingredient that needs a timing window with one device may be completely unrestricted with another. The same product format that is incompatible with one technology may be actively recommended for another.

This is why the checker always asks which device you are checking against, and why results are never shared across devices. A verdict for your RF device does not carry over to your LED device, even if both are SkinovationLab products. Every result you see is specific to the device and the mode you selected.

02

Where the rules come from

Every compatibility rule on SkinovationLab is derived from one or more of the following sources. We track exactly where each piece of guidance originated and display that provenance alongside the result so you can judge the strength of the evidence yourself.

Highest priority
Our device manuals

Rules stated verbatim in our official device manuals and user guides. These are the specifications we wrote for our devices and they always take precedence over everything else. If the manual says avoid, we say avoid — no interpretation required.

High priority
Manual + device science

Our manual states a rule; the platform adds the scientific mechanism behind it — explaining why a certain ingredient type causes the issue, so the guidance makes sense rather than just being a number to follow. These rules are higher-confidence than clinical extrapolations because they are anchored to our own specifications.

Derived guidance
Clinical extrapolation

Where our device specifications are silent on a specific interaction, we apply established clinical and scientific practice. For example, the standard two-week recovery period after a professional chemical peel before resuming RF or IPL energy is well-established in dermatology, even if no device manual states it explicitly.

Advisory only
Platform precaution

Additional safety guidance we add where neither our manuals nor established clinical practice provides a clear rule — for example, general cautions around certain medications or skin conditions. These are always clearly labelled in the interface so you know they are broader advisory guidance, not a device-specific instruction.

Every rule you see carries one of these four labels. Rules derived from our device manuals are our highest priority for human review and are the first to be approved. Platform precautions go through the same review process but are always distinguished from manual-derived guidance in the interface.

03

The evaluation chain

Checking a product against a device is not a single lookup. Our checker applies a layered set of rules in a fixed order. A rule at an earlier layer always wins over a later one — it cannot be overridden by anything that comes after it. This precedence is intentional: it ensures that hard safety rules cannot be softened by ingredient concentration context or user profile settings.

Layer 1 — Always wins
Hard contraindications

Absolute conditions set out in our device guidelines. These include active skin conditions such as open wounds, eczema flare-ups, and active inflammation; recent sunburn; the use of certain medications; and specific health conditions such as pregnancy or implanted electronic devices. These always block use regardless of what any skincare product contains — no other rule can override them.

Layer 2
Mode-specific rules

Several of our devices operate in multiple modes, each with its own rule set. A product that is compatible in one mode may need a timing restriction in another — or may be ideal in one mode and require caution in another. Rules are always evaluated against the specific mode you selected, not the device as a whole.

Example: An RF device in standard face mode may accept a product with no restriction. The same device in Import Mode — which actively drives ingredients deeper into skin via iontophoresis and heat — applies stricter rules because penetration depth fundamentally changes the risk profile of certain actives.
Layer 3
Ingredient class rules

Rules that apply to categories of ingredients — AHAs, retinoids, oils, silicones, UV filters, photosensitising compounds, ionic actives, occlusives, and others. The verdict and any timing window depend on how that ingredient class interacts with the specific device technology. The same ingredient class can have a different window, or no restriction at all, depending on which device and mode you are checking against.

Example: AHAs typically require a shorter pre-session window before radiofrequency treatments than before intense pulsed light, because IPL delivers higher energy and the photosensitisation risk is greater. An AHA that is fine 24 hours before an RF session may need a 48-hour gap before an IPL session.
Layer 4
Formulation context

The same ingredient does not always carry the same risk in every product. Three things affect how an ingredient is evaluated within a specific formula: the product type (rinse-off cleanser vs leave-on serum vs face oil), the ingredient's position in the full ingredient list as a proxy for concentration, and the delivery system. A formulation modifier can reduce a verdict — for example from Avoid to Caution — but cannot make a flagged ingredient appear safe if the underlying class rule is strong.

Example: Glycolic acid in a rinse-off cleanser is on the skin for seconds. The same acid in a leave-on toner stays in contact with the skin all night. They carry the same ingredient-class flag — but the cleanser receives a reduced verdict because contact time is too short for the full restriction to be meaningful.
Layer 5
Your personal profile

If you have set conditions, sensitivities, or other factors in your profile — such as rosacea, a compromised skin barrier, active acne, or skin tone — these are applied on top of the ingredient rules. Profile modifiers can add cautions or strengthen verdicts, but like formulation modifiers, they cannot remove a restriction that exists at an earlier layer.

04

How results look in the checker

Every result in the checker follows the same structure — a verdict, a trust label, three phase blocks, a session timing bar, and where relevant, a breakdown of the specific ingredients or mechanism involved. Here are two real examples of the kind of result you will see.

Example 1 — Checking a product

A glycolic acid toning solution searched against an RF device. The checker identifies two exfoliant actives, applies the ingredient class rules, and produces a timing result for the product as a whole.

SkinovationLab Checker — Products
MUSE · RF Face mode
Product compatibility — MUSE
Glycolic Acid 7% Toning Solution
Example Brand · Leave-on toner
2 active ingredients — timing guidance Source checked
Before
Stop 24h before
Do not apply within 24h before your session.
During
Caution during MUSE
Serum applied to device head. Do not leave this product on skin.
Device protocol
After
Wait 6h
Do not reapply within 6h after your session.
Session timing
−72h
−48h
−24h
Session
+6h
+48h
+72h
Decision-making ingredients 2 flagged
Ingredient
Before
During
After
Glycolic Acid
−24h
Care
+6h
Lactic Acid
−24h
Care
OK
Niacinamide
OK
OK
OK
Panthenol
OK
OK
OK
The checker identifies flagged decision-making ingredients, shows timing for the whole product, and lets you see each ingredient's Before / During / After status individually.

Example 2 — Checking a treatment

Facial cupping searched against the same RF device. The result reflects how a physical treatment — not a product — interacts with a device session, including the heightened sensitivity it can cause.

SkinovationLab Checker — Treatments
MUSE · RF Face mode
Treatment compatibility — MUSE
Facial Cupping
Physical treatment
Timing guidance applies Source checked
Before
Stop 6h before
Pause 6h before your MUSE session.
During
Not during device use
You cannot perform this treatment while the device is in use.
After
Wait 24h
Wait 24h after your session before resuming.
Session timing
−72h
−48h
−6h
Session
+24h
+48h
+72h
Facial cupping increases blood flow and can cause temporary skin sensitivity and micro-bruising. The RF energy and heat from MUSE may cause discomfort on sensitised skin and potentially worsen any cupping-induced inflammation.
Treatment results show the same three-phase structure. The mechanism note explains the underlying reason — in this case, why cupping-sensitised skin and RF heat are a poor combination within the same session window.

Every result in the checker follows this same format, whether you are checking a skincare product, a facial treatment, or a standalone ingredient. The three phases — Before, During, After — always mean the same thing.

Before window
Do not apply/do within X hours before your session

A countdown ending at the exact moment your session starts. A 24-hour window means: if your session is at 7pm, do not apply this product after 7pm the previous evening. The restriction is about skin exposure time, not calendar days.

During
While the device is actively on your skin

This refers only to the session itself — typically 20–30 minutes depending on the device. It does not mean the entire day. Treatments can never be performed at the same time as a device session, regardless of any timing windows.

After window
Do not reapply within X hours after your session ends

Some device technologies temporarily increase skin permeability or heighten sensitivity. In that window, an ingredient or treatment that is ordinarily fine may have a stronger-than-expected effect. Wait until the stated time has passed.

Not every check produces a timing window. Many products and treatments are fully compatible with a device session — no restriction before, a simple cleanse-and-prepare protocol during, and no restriction after. Where no rule exists yet for a specific combination, the checker will tell you that clearly rather than showing a guess.

05

Why the same product can give different results

A flagged ingredient does not automatically mean a flagged product. And a result with one device tells you nothing about the same product used with a different device. The checker accounts for several factors beyond the ingredient name, which is why two products containing the same active can receive different verdicts.

  • The device and mode you are checking against Each device technology interacts with ingredients differently. An AHA toner may need a 24-hour window before radiofrequency and a 48-hour window before intense pulsed light — because IPL delivers higher energy and the photosensitisation risk is greater. The same product checked against a non-contact LED device may carry no restriction at all, because LED photobiomodulation does not disrupt the skin barrier. Always check against the specific device and mode you plan to use.
  • Ingredient position as a concentration signal Cosmetic regulations require ingredients to be listed in descending order of concentration. Glycolic acid at position 3 in a five-ingredient serum is almost certainly a primary active at meaningful concentration. The same acid at position 28 in a 30-ingredient moisturiser is likely present at a fraction of a percent. Where no published concentration exists — which is the majority of products — we use INCI position as a proxy and adjust the verdict accordingly. A lower concentration generally means a reduced timing window, not a blanket flag.
  • The product type and contact time A rinse-off product stays on the skin for seconds, not hours. A glycolic acid cleanser that is washed off immediately has a fundamentally different risk profile from a glycolic acid toner that remains on skin overnight. We evaluate rinse-off formats with reduced timing windows, and in some cases reclassify a flagged ingredient as compatible entirely, because the contact time is too short for the restriction to be meaningful.
  • The product format — regardless of its actives Face oils and SPF products are flagged before certain device sessions regardless of which specific actives they contain. For radiofrequency and EMS devices, an oil-based format creates near-zero electrical conductivity — preventing the device from delivering energy at all. This is a physics issue, not a safety one. For IPL devices, mineral SPF particles create impedance and chemical UV filters increase photosensitivity under intense pulsed light — here it is a safety issue. The format itself is the problem, not any particular ingredient within it.
A glycolic acid toner near the top of the ingredient list is evaluated more strictly than a glycolic acid moisturiser where the same acid appears near the bottom. Both may carry a timing flag — but the windows will be different.
06

The human review layer

Every compatibility rule on SkinovationLab goes through a human review stage before it is published. Our reviewers check each rule against our device manuals and clinical guidelines, assess whether the evidence is sufficient to approve it, and can mark rules as uncertain or disputed rather than forcing a premature approval.

The two labels you may see in the checker reflect where a rule sits in that process:

SkinovationLab reviewed

This rule has been reviewed and approved by a SkinovationLab reviewer against our device specifications and clinical guidelines. The reviewer was confident enough in the evidence to approve it for publication. It reflects our current best understanding of this specific interaction.

Source checked

This rule has been derived from our device specifications and established ingredient science. Its logic is sound and it is grounded in credible sources — but it has not yet been individually reviewed and approved by a named SkinovationLab reviewer. It is awaiting its turn in our review queue. We surface these rules because withholding them entirely would leave too many gaps in coverage, but we label them clearly so you always know their status.

Rules that our reviewers mark as uncertain or disputed are never shown — you will see "No rule yet" rather than guidance we do not have sufficient confidence in. We would rather acknowledge a gap than fill it with something we cannot stand behind.

07

What this platform cannot tell you

Being transparent about limits is part of being trustworthy. Our compatibility guidance is grounded in ingredient science, device physics, and clinical practice — but there are things it genuinely cannot account for, and it is important to be clear about what they are.

  • Individual skin variation Two people using the same product with the same device can have entirely different experiences. Skin sensitivity, barrier integrity, hydration levels, recent product history, application technique, and individual biology all affect how skin responds to device energy. Our guidance reflects population-level evidence — it cannot predict your individual response.
  • Skin tone and post-inflammatory risk Radiofrequency and IPL devices carry an elevated risk of post-inflammatory hyperpigmentation in darker skin tones (Fitzpatrick scale IV–VI), where melanocytes can react more readily to heat or light energy. Our platform surfaces this caution where relevant. Some of our devices include hardware-level skin tone sensing that adjusts intensity in real time and will refuse to operate if a combination falls outside safe parameters — this is the device protecting you, not a platform-level restriction. If you have concerns about your specific skin tone and device use, consult a dermatologist.
  • Firmware and device updates Our devices evolve. Firmware updates can change how a device operates, sometimes in ways that affect which protocols or settings are appropriate. We update our compatibility rule sets as devices change, but there may be a gap between a firmware release and a rule update. If a new firmware introduces new modes or changes device behaviour, treat the updated device manual as the primary reference until the platform rules are updated to match.
  • Third-party product formula changes Cosmetic brands reformulate products regularly, and they are not required to announce it. A product that was checked against our database six months ago may have a different formula today — and a different formula may mean a different compatibility verdict. We track formula versions where possible and send alerts when a saved product appears to have changed, but we cannot guarantee real-time formula accuracy across every product in our database.
  • Medications and medical conditions Certain medications significantly change how skin responds to energy-based devices. Isotretinoin and its derivatives, photosensitising drugs, anticoagulants, and several others all interact with RF, IPL, and EMS in ways that go beyond ingredient compatibility. Our platform flags known medication interactions where they are established in the literature, but this is not a substitute for a conversation with your prescribing doctor before using an energy device while on any medication that affects skin sensitivity or healing.
  • This platform is not medical advice SkinovationLab is a compatibility and knowledge platform, not a clinical tool. Nothing on this platform constitutes a medical diagnosis or replaces the advice of a qualified healthcare professional. If you have a skin condition, are on medication, or have any uncertainty about whether a device is appropriate for your situation, consult a dermatologist or your doctor first.