This page is a drill through every kind of quotient you can meet. We do not just plug into the formula — we build each case from the picture, forecast the answer, work it step by step, and verify it. If you have not yet seen the proof, read Quotient rule — proof first; here we use the result
( v u ) ′ = v 2 u ′ v − u v ′ .
Intuition Read the formula as a story before we begin
Two things fight. The top growing (u ′ v ) pushes the fraction up . The bottom growing (u v ′ ) pushes it down — that is the minus sign. And v 2 underneath means: the bigger the bottom already is, the less any change matters. Every example below is just this story with different characters.
Every quotient problem falls into one of these cells . Our examples (E1–E8) are labelled with the cell they cover, so together they touch every box.
Cell
What makes it special
Covered by
A. Polynomial / polynomial
plain algebra, real roots of slope
E1
B. Trig quotient
u ′ , v ′ are trig; identities simplify
E2
C. Reciprocal (u = 1 )
degenerate numerator, u ′ = 0
E3
D. Constant on top (u = c )
u ′ = 0 but u = 1
E3 (note)
E. Sign of the slope at a point
which quadrant of behaviour: increasing vs decreasing
E4
F. Exponential over polynomial
new u ′ type, limiting behaviour x → ∞
E5
G. Point where the answer is zero
numerator of f ′ vanishes (flat tangent)
E1, E4
H. Degenerate: v ( x ) = 0
rule does NOT apply — must flag it
E6
I. Real-world word problem
concentration / rate of change
E7
J. Exam twist: nested / with chain rule
v itself a composite
E8
Worked example Differentiate
f ( x ) = x + 1 x 2 and find where the slope is zero.
Forecast: Guess — will the slope ever be zero? A parabola on top, a line on bottom... expect two flat points.
Step 1. Name the parts: u = x 2 , v = x + 1 , so u ′ = 2 x , v ′ = 1 .
Why this step? The rule needs four ingredients; label them so you cannot mix them up.
Step 2. Plug into "Lo·dHi − Hi·dLo over Lo²":
f ′ ( x ) = ( x + 1 ) 2 ( 2 x ) ( x + 1 ) − ( x 2 ) ( 1 ) .
Why this step? Direct substitution — Lo (v ) comes first in each product, protecting the sign.
Step 3. Simplify the numerator:
= ( x + 1 ) 2 2 x 2 + 2 x − x 2 = ( x + 1 ) 2 x 2 + 2 x = ( x + 1 ) 2 x ( x + 2 ) .
Why this step? Factoring the top exposes the zeros of the slope : x = 0 and x = − 2 (cell G).
Step 4. At x = 1 : f ′ ( 1 ) = 2 2 1 ⋅ 3 = 4 3 > 0 .
Why this step? Sign check — positive means the function is climbing there.
Verify: f = x + 1 x 2 . Rewrite x 2 = ( x + 1 ) ( x − 1 ) + 1 , so f = x − 1 + x + 1 1 , giving f ′ = 1 − ( x + 1 ) 2 1 . At x = 1 : 1 − 4 1 = 4 3 . ✓ Matches.
d x d tan x = sec 2 x and d x d cot x = − csc 2 x .
Forecast: Both should be "1 over a squared trig", but the signs will differ — why? (Hint: which one is decreasing ?)
Step 1. For tan x = cos x sin x : u = sin x , v = cos x , so u ′ = cos x , v ′ = − sin x .
Why this step? We need the derivatives of the trig pieces — see Derivatives of trig functions .
Step 2. Apply the rule:
d x d tan x = c o s 2 x c o s x c o s x − s i n x ( − s i n x ) = c o s 2 x c o s 2 x + s i n 2 x .
Why this step? The minus times minus flips − sin x into + sin 2 x — this is where the identity will kick in.
Step 3. Use cos 2 x + sin 2 x = 1 : = cos 2 x 1 = sec 2 x . Always ≥ 1 , always positive — tan never decreases.
Step 4. For cot x = sin x cos x : u = cos x , v = sin x , u ′ = − sin x , v ′ = cos x :
s i n 2 x − s i n x s i n x − c o s x c o s x = s i n 2 x − ( s i n 2 x + c o s 2 x ) = − s i n 2 x 1 = − csc 2 x .
Why the minus? Here both terms in the numerator are negative — cot is a decreasing function everywhere it is defined.
Verify: at x = 4 π , sec 2 4 π = ( 2 ) 2 = 2 and − csc 2 4 π = − 2 . ✓
d x d x 2 + 1 1 , and separately d x d x 2 + 1 5 .
Forecast: The reciprocal rule says ( v 1 ) ′ = − v 2 v ′ . The constant 5 should just ride along.
Step 1. Reciprocal: u = 1 ⇒ u ′ = 0 , v = x 2 + 1 ⇒ v ′ = 2 x .
d x d x 2 + 1 1 = ( x 2 + 1 ) 2 0 ⋅ v − 1 ⋅ 2 x = ( x 2 + 1 ) 2 − 2 x .
Why this step? With u ′ = 0 , the "up-push" term vanishes — only the "down-push" − u v ′ survives. This IS the reciprocal rule (cell C).
Step 2. Constant top: u = 5 ⇒ u ′ = 0 , same v :
d x d x 2 + 1 5 = ( x 2 + 1 ) 2 0 ⋅ v − 5 ⋅ 2 x = ( x 2 + 1 ) 2 − 10 x .
Why this step? A constant numerator just scales the reciprocal answer by 5 (cell D). No new mechanism.
Verify: at x = 1 , reciprocal gives 2 2 − 2 = − 2 1 ; constant version gives 4 − 10 = − 2 5 = 5 × ( − 2 1 ) . ✓ The factor of 5 rides along.
g ( x ) = x 2 + 1 x , find g ′ , and classify the sign of the slope in each region of x .
Forecast: This function rises then falls (it peaks). Predict: slope positive for small ∣ x ∣ , negative for large ∣ x ∣ , zero somewhere.
Step 1. u = x , v = x 2 + 1 , so u ′ = 1 , v ′ = 2 x :
g ′ ( x ) = ( x 2 + 1 ) 2 1 ⋅ ( x 2 + 1 ) − x ⋅ 2 x = ( x 2 + 1 ) 2 x 2 + 1 − 2 x 2 = ( x 2 + 1 ) 2 1 − x 2 .
Why this step? After simplifying, the denominator is always > 0 , so the sign of g ′ is decided entirely by the top 1 − x 2 .
Step 2. Solve 1 − x 2 = 0 ⇒ x = ± 1 (cell G, flat tangents).
Why this step? These split the number line into the three regions we forecast.
Step 3. Test each region (cell E — every sign):
Region
sample x
1 − x 2
slope
x < − 1
− 2
− 3
negative (falling)
− 1 < x < 1
0
+ 1
positive (rising)
x > 1
2
− 3
negative (falling)
Why this step? This is the whole "quadrant coverage" idea: we do not stop at one point, we cover every sign the slope can take .
Verify: g ′ ( 0 ) = 1 1 = 1 > 0 ✓; g ′ ( 2 ) = 5 2 1 − 4 = 25 − 3 < 0 ✓; g ′ ( 1 ) = 0 ✓ (peak at x = 1 ).
Worked example Differentiate
h ( x ) = x e x (for x = 0 ) and describe h ′ as x → + ∞ .
Forecast: e x grows insanely fast, so eventually the top wins everything. Predict h ′ becomes large and positive.
Step 1. u = e x , v = x , so u ′ = e x , v ′ = 1 :
h ′ ( x ) = x 2 e x ⋅ x − e x ⋅ 1 = x 2 e x ( x − 1 ) .
Why this step? Factoring e x out of the numerator exposes the sign-controlling factor ( x − 1 ) .
Step 2. Sign map (another all-signs sweep):
0 < x < 1 : x − 1 < 0 ⇒ h ′ < 0 (falling),
x > 1 : h ′ > 0 (rising, minimum at x = 1 ),
x < 0 : x 2 > 0 , e x > 0 , x − 1 < 0 ⇒ h ′ < 0 (falling).
Why this step? Covers the negative-x branch too — do not forget the region left of the missing point.
Step 3. Limit x → + ∞ : h ′ = e x ⋅ x 2 x − 1 → + ∞ because e x dominates any power of x .
Why this step? This is the "limiting behaviour" cell — the exponential outruns the polynomial.
Verify: at x = 1 , h ′ ( 1 ) = 1 e 1 ( 0 ) = 0 ✓ (the minimum). At x = 2 , h ′ ( 2 ) = 4 e 2 ( 1 ) = 4 e 2 ≈ 1.847 > 0 ✓.
d x d x − 2 x − 3 at x = 2 ?
Forecast: Careful — the quotient rule requires v ( x ) = 0 . At x = 2 the bottom is zero. Predict: the derivative does not exist there because the function itself does not exist there.
Step 1. u = x − 3 , v = x − 2 , so u ′ = 1 , v ′ = 1 . For x = 2 :
d x d x − 2 x − 3 = ( x − 2 ) 2 1 ⋅ ( x − 2 ) − ( x − 3 ) ⋅ 1 = ( x − 2 ) 2 ( x − 2 ) − ( x − 3 ) = ( x − 2 ) 2 1 .
Why this step? Valid everywhere except x = 2 .
Step 2. At x = 2 : v ( 2 ) = 0 , so the hypothesis of the rule fails. The function has a vertical asymptote there; there is no tangent line, hence no derivative .
Why this step? This is the honesty cell — a rule with a precondition. Never blindly plug x = 2 into ( x − 2 ) 2 1 and call it "infinity"; the correct statement is undefined / does not exist .
Verify: for x = 2 , ( x − 2 ) 2 1 > 0 always — the function is increasing on both branches. At x = 3 , h ′ ( 3 ) = 1 1 = 1 > 0 ✓. At x = 2 : undefined (both f and f ′ ). ✓
Worked example A tank starts with
2 kg of salt in 10 L of water. Fresh salt is added at t kg total and water at t L total, so the concentration is
C ( t ) = 10 + t 2 + t (kg per L) .
How fast is concentration changing at t = 0 ?
Forecast: Salt fraction 10 2 = 0.2 is below the fraction being added (1 1 ), so concentration should be rising — expect C ′ > 0 .
Step 1. u = 2 + t , v = 10 + t , so u ′ = 1 , v ′ = 1 :
C ′ ( t ) = ( 10 + t ) 2 1 ⋅ ( 10 + t ) − ( 2 + t ) ⋅ 1 = ( 10 + t ) 2 ( 10 + t ) − ( 2 + t ) = ( 10 + t ) 2 8 .
Why this step? The t 's cancel in the top, leaving a constant 8 — the "gap" between what's inside and what's being added.
Step 2. At t = 0 : C ′ ( 0 ) = 1 0 2 8 = 100 8 = 0.08 kg/L per unit time.
Why this step? Positive, as forecast — concentration climbs because we add saltier stuff than the current mix.
Step 3. As t → ∞ , C ′ → 0 and C → 1 : the concentration flattens toward the incoming ratio.
Why this step? Limiting behaviour — the tank "forgets" its start.
Verify: C ( 0 ) = 0.2 , C ( 1 ) = 11 3 ≈ 0.2727 ; average rate ≈ 0.0727 , close to instantaneous 0.08 at t = 0 (rate is dropping). Units: time kg/L ✓. C ′ ( 0 ) = 0.08 ✓.
Worked example Differentiate
k ( x ) = x 2 + 1 x .
Forecast: The bottom is a composite , so we need Chain rule to differentiate v . Predict a clean result since this is a well-known "sigmoid-shaped" function.
Step 1. u = x ⇒ u ′ = 1 . v = ( x 2 + 1 ) 1/2 ; by the chain rule v ′ = 2 1 ( x 2 + 1 ) − 1/2 ⋅ 2 x = x 2 + 1 x .
Why this step? v is not elementary — differentiate the outside power, then multiply by the inside's derivative 2 x .
Step 2. Quotient rule:
k ′ ( x ) = ( x 2 + 1 ) 2 1 ⋅ x 2 + 1 − x ⋅ x 2 + 1 x = x 2 + 1 x 2 + 1 − x 2 + 1 x 2 .
Why this step? Denominator squared removes the root: ( x 2 + 1 ) 2 = x 2 + 1 .
Step 3. Combine the top over x 2 + 1 :
numerator = x 2 + 1 ( x 2 + 1 ) − x 2 = x 2 + 1 1 .
So
k ′ ( x ) = x 2 + 1 1 ⋅ x 2 + 1 1 = ( x 2 + 1 ) 3/2 1 .
Why this step? Always positive — k is increasing everywhere, matching its S-curve shape.
Verify: at x = 0 , k ′ ( 0 ) = 1 3/2 1 = 1 ✓; at x = 1 , k ′ ( 1 ) = 2 3/2 1 = 2 2 1 ≈ 0.3536 ✓.
Common mistake The trap in E6 and E8
In E6, do not report a numeric slope at x = 2 — the rule's precondition v = 0 is violated. In E8, do not forget the chain rule on x 2 + 1 ; treating v ′ = 2 x 2 + 1 1 (dropping the 2 x ) is the classic exam slip.
Recall Self-test: which cell is each problem?
Match to the matrix without looking.
x e x ::: Cell F (exponential over polynomial, limiting behaviour).
x 2 + 1 1 ::: Cell C (reciprocal, u ′ = 0 ).
x − 2 x − 3 at x = 2 ::: Cell H (degenerate, v = 0 , undefined).
x 2 + 1 x ::: Cell J (needs the chain rule inside).
Recall Active recall checkpoint
Cover the page. Can you (1) build the sign table for g ′ = ( x 2 + 1 ) 2 1 − x 2 , (2) explain why E6 has no derivative at x = 2 , (3) get sec 2 x and − csc 2 x from scratch? Redo any that fail.